From bcf43071d25324711d6c1873d2ca59c02e62078c Mon Sep 17 00:00:00 2001 From: Kent0n <47032063+Kent0n-Li@users.noreply.github.com> Date: Tue, 18 Apr 2023 16:48:37 -0500 Subject: [PATCH] Add files via upload --- Autonomous_ChatGPT_API/chat_openai.py | 115 ++++++++++++++++++ .../disease_database_mini.csv | 101 +++++++++++++++ 2 files changed, 216 insertions(+) create mode 100644 Autonomous_ChatGPT_API/chat_openai.py create mode 100644 Autonomous_ChatGPT_API/disease_database_mini.csv diff --git a/Autonomous_ChatGPT_API/chat_openai.py b/Autonomous_ChatGPT_API/chat_openai.py new file mode 100644 index 0000000..d424dd8 --- /dev/null +++ b/Autonomous_ChatGPT_API/chat_openai.py @@ -0,0 +1,115 @@ +import openai +import pandas as pd + + + + +openai.api_key = "" + + + + +def csv_prompter(question,csv_name): + + + fulltext = "A question is provided below. Given the question, extract " + \ + "keywords from the text. Focus on extracting the keywords that we can use " + \ + "to best lookup answers to the question. \n" + \ + "---------------------\n" + \ + "{}\n".format(question) + \ + "---------------------\n" + \ + "Provide keywords in the following comma-separated format.\nKeywords: " + + messages = [ + {"role": "system", "content": ""}, + ] + messages.append( + {"role": "user", "content": f"{fulltext}"} + ) + rsp = openai.ChatCompletion.create( + model="gpt-3.5-turbo", + messages=messages + ) + keyword_list = rsp.get("choices")[0]["message"]["content"] + keyword_list = keyword_list.split(", ") + + print(keyword_list) + df = pd.read_csv(csv_name) + divided_text = [] + csvdata = df.to_dict('records') + step_length = 15 + for csv_item in range(0,len(csvdata),step_length): + csv_text = str(csvdata[csv_item:csv_item+step_length]).replace("}, {", "\n\n").replace("\"", "")#.replace("[", "").replace("]", "") + divided_text.append(csv_text) + + answer_llm = "" + + score_textlist = [0] * len(divided_text) + + for i, chunk in enumerate(divided_text): + for t, keyw in enumerate(keyword_list): + if keyw.lower() in chunk.lower(): + score_textlist[i] = score_textlist[i] + 1 + + answer_list = [] + divided_text = [item for _, item in sorted(zip(score_textlist, divided_text), reverse=True)] + + for i, chunk in enumerate(divided_text): + + if i>5: + continue + + fulltext = "{}".format(chunk) + \ + "\n---------------------\n" + \ + "Based on the Table above and not prior knowledge, " + \ + "Select the Table Entries that will help to answer the question: {}\n Output in the format of \" Disease: <>; Symptom: <>; Medical Test: <>; Medications: <>;\". If there is no useful form entries, output: 'No Entry'".format(question) + + print(fulltext) + messages = [ + {"role": "system", "content": ""}, + ] + messages.append( + {"role": "user", "content": f"{fulltext}"} + ) + rsp = openai.ChatCompletion.create( + model="gpt-3.5-turbo", + messages=messages + ) + answer_llm = rsp.get("choices")[0]["message"]["content"] + + print("\nAnswer: " + answer_llm) + print() + if not "No Entry" in answer_llm: + answer_list.append(answer_llm) + + + + fulltext = "The original question is as follows: {}\n".format(question) + \ + "Based on this Table:\n" + \ + "------------\n" + \ + "{}\n".format(str("\n\n".join(answer_list))) + \ + "------------\n" + \ + "Answer: " + print(fulltext) + messages = [ + {"role": "system", "content": ""}, + ] + messages.append( + {"role": "user", "content": f"{fulltext}"} + ) + rsp = openai.ChatCompletion.create( + model="gpt-3.5-turbo", + messages=messages + ) + answer_llm = rsp.get("choices")[0]["message"]["content"] + + print("\nFinal Answer: " + answer_llm) + print() + + return answer_llm + + + +question = "If I have frontal headache, fever, and painful sinuses, what disease should I have, and what medical test should I take?" +csv_name = "disease_database_mini.csv" +csv_prompter(question,csv_name) \ No newline at end of file diff --git a/Autonomous_ChatGPT_API/disease_database_mini.csv b/Autonomous_ChatGPT_API/disease_database_mini.csv new file mode 100644 index 0000000..c73e18b --- /dev/null +++ b/Autonomous_ChatGPT_API/disease_database_mini.csv @@ -0,0 +1,101 @@ +idx,disease,Symptom,Medical Tests,Medications +0,Panic disorder,"['Anxiety and nervousness', 'Depression', 'Shortness of breath', 'Depressive or psychotic symptoms', 'Sharp chest pain', 'Dizziness', 'Insomnia', 'Abnormal involuntary movements', 'Chest tightness', 'Palpitations', 'Irregular heartbeat', 'Breathing fast']","['Psychotherapy', 'Mental health counseling', 'Electrocardiogram', 'Depression screen (Depression screening)', 'Toxicology screen', 'Psychological and psychiatric evaluation and therapy']","['Lorazepam', 'Alprazolam (Xanax)', 'Clonazepam', 'Paroxetine (Paxil)', 'Venlafaxine (Effexor)', 'Mirtazapine', 'Buspirone (Buspar)', 'Fluvoxamine (Luvox)', 'Imipramine', 'Desvenlafaxine (Pristiq)', 'Clomipramine', 'Acamprosate (Campral)']" +1,Vocal cord polyp,"['Hoarse voice', 'Sore throat', 'Difficulty speaking', 'Cough', 'Nasal congestion', 'Throat swelling', 'Diminished hearing', 'Lump in throat', 'Throat feels tight', 'Difficulty in swallowing', 'Skin swelling', 'Retention of urine']","['Tracheoscopy and laryngoscopy with biopsy', 'Occupational therapy assessment (Speech therapy)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Physical therapy exercises (Exercises)', 'Diagnostic procedures on nose; mouth and pharynx', 'Other physical therapy and rehabilitation', 'Ophthalmologic and otologic diagnosis and treatment']","['Esomeprazole (Nexium)', 'Beclomethasone Nasal Product', 'Nicotine', 'Azelastine Nasal', 'Phenylephrine (Duramax)', 'Rabeprazole (Aciphex)', 'Vinorelbine (Navelbine)', 'Vitamin A', 'Adalimumab (Humira)', 'Rituximab']" +2,Turner syndrome,"['Groin mass', 'Leg pain', 'Hip pain', 'Suprapubic pain', 'Blood in stool', 'Lack of growth', 'Diminished hearing', 'Depression', 'Emotional symptoms', 'Elbow weakness', 'Back weakness', 'Pus in sputum']","['Complete physical skin exam performed (ML)', 'Ultrasonography (Ultrasound)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Echocardiography', 'Depression screen (Depression screening)', 'Examination of breast', 'Ophthalmologic and otologic diagnosis and treatment']","['Somatropin', 'Sulfamethoxazole (Bactrim)', 'Pimecrolimus Topical', 'Hyoscyamine (A-Spas)', 'Ortho Cyclen', 'Carbamazepine', 'Ascorbic Acid', 'Nystatin Topical Product', 'Phenazopyridine (Azo)', 'Nifedipine']" +3,Cryptorchidism,"['Symptoms of the scrotum and testes', 'Swelling of scrotum', 'Pain in testicles', 'Flatulence', 'Pus draining from ear', 'Jaundice', 'Mass in scrotum', 'Lack of growth', 'White discharge from eye', 'Irritable infant']","['Complete physical skin exam performed (ML)', 'Ultrasonography (Ultrasound)', 'Pelvis exam', 'Rectal examination', 'Other OR therapeutic procedures; male genital', 'Other OR therapeutic nervous system procedures', 'Occupational therapy assessment (Speech therapy)']","['Haemophilus B Conjugate Vaccine (Obsolete)', 'Hepatitis B Vaccine (Obsolete)', 'Rotavirus Vaccines (Rotavirus Vaccine)', 'Desoximetasone Topical']" +4,Poisoning due to ethylene glycol,"['Abusing alcohol', 'Fainting', 'Hostile behavior', 'Drug abuse', 'Depressive or psychotic symptoms', 'Sharp abdominal pain', 'Feeling ill', 'Vomiting', 'Headache', 'Depression', 'Nausea', 'Diarrhea']","['Intravenous fluid replacement', 'Hematologic tests (Blood test)', 'Toxicology screen', 'Complete blood count (Cbc)', 'Electrocardiogram', 'Glucose measurement (Glucose level)', 'Blood alcohol']","['Lorazepam', 'Thiamine', 'Naloxone (Suboxone)', 'Charcoal', 'Folic Acid', 'Famotidine', 'Haloperidol', 'Acetylcysteine', 'Trimethobenzamide (Tigan)', 'Magnesium Sulfate', 'Olanzapine (Zyprexa)']" +5,Atrophic vaginitis,"['Vaginal itching', 'Vaginal dryness', 'Painful urination', 'Involuntary urination', 'Pain during intercourse', 'Frequent urination', 'Lower abdominal pain', 'Suprapubic pain', 'Vaginal discharge', 'Blood in urine', 'Hot flashes', 'Intermenstrual bleeding']","['Pelvis exam', 'Examination of breast', 'Urinalysis', 'Mammography (Mammogram)', 'Rectal examination', 'Complete physical skin exam performed (ML)', 'Pap smear']","['Estrogens, Conjugated (Usp) (Premarin)', 'Estradiol', 'Nitrofurantoin', 'Raloxifene (Evista)', 'Oxybutynin', 'Tolterodine (Detrol)', 'Progesterone', 'Solifenacin (Vesicare)', 'Risedronate (Actonel)', 'Calcium Citrate', 'Betamethasone-Clotrimazole Topical']" +6,Fracture of the hand,"['Hand or finger pain', 'Wrist pain', 'Hand or finger swelling', 'Arm pain', 'Wrist swelling', 'Arm stiffness or tightness', 'Arm swelling', 'Hand or finger stiffness or tightness', 'Wrist stiffness or tightness']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Application of splint (Splinting)', 'Orthopedic casting', 'Traction; splints; and other wound care', 'Physical therapy exercises (Exercises)', 'Other non-OR therapeutic procedures on musculoskeletal system']","['Carteolol', 'Disopyramide']" +7,Cellulitis or abscess of mouth,"['Lip swelling', 'Sore throat', 'Toothache', 'Abnormal appearing skin', 'Skin lesion', 'Difficulty in swallowing', 'Acne or pimples', 'Dry lips', 'Facial pain', 'Mouth ulcer', 'Throat swelling', 'Skin growth']","['Complete physical skin exam performed (ML)', 'Excision (Removal)', 'Incision and drainage (I d)', 'Biopsy', 'Wound care management', 'Culture wound', 'Other OR therapeutic procedures on nose; mouth and pharynx']","['Clindamycin', 'Dexamethasone Topical Product', 'Penicillin', 'Rivastigmine (Exelon)', 'Chlorhexidine Topical', 'Petrolatum Topical', 'Docosanol Topical', 'Sertaconazole Topical', 'Oxaprozin', 'Hydrocortisone-Iodoquinol Topical', 'Retapamulin Topical']" +8,Eye alignment disorder,"['Eye deviation', 'Diminished vision', 'Double vision', 'Cross-eyed', 'Symptoms of eye', 'Pain in eye', 'Eye moves abnormally', 'Abnormal movement of eyelid', 'Foreign body sensation in eye', 'Lack of growth', 'Irregular appearing scalp', 'Swollen lymph nodes']","['Ophthalmologic and otologic diagnosis and treatment', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Other therapeutic procedures', 'Ophthalmic examination and evaluation (Eye exam)', 'Other extraocular muscle and orbit therapeutic procedures', 'Occupational therapy assessment (Speech therapy)']","['Atropine (Uaa)', 'Phenylephrine (Duramax)', 'Cyclopentolate Ophthalmic', 'Tropicamide Ophthalmic', 'Dexamethasone-Tobramycin Ophthalmic', 'Methazolamide (Mzm)', 'Fluorescein', 'Orlistat (Alli)', 'Colloidal Oatmeal Topical', 'Benzylpenicilloyl Polylysine (Pre-Pen)']" +9,Headache after lumbar puncture,"['Headache', 'Nausea', 'Back pain', 'Vomiting', 'Dizziness', 'Neck pain', 'Low back pain', 'Pain of the anus', 'Pain during pregnancy', 'Painful urination', 'Pelvic pain', 'Impotence']","['Intravenous fluid replacement', 'Complete blood count (Cbc)', 'Hematologic tests (Blood test)', 'Electrolytes panel', 'Glucose measurement (Glucose level)', 'Kidney function tests (Kidney function test)', 'Liver function tests (Liver test)']","['Hydromorphone (Dilaudid)', 'Caffeine', 'Prochlorperazine (Compro)', 'Midazolam (Versed)', 'Caffeine-Sodium Benzoate', 'Zidovudine', 'Zolmitriptan (Zomig)', 'Dexamethasone-Tobramycin Ophthalmic']" +10,Pyloric stenosis,"['Vomiting', 'Sharp abdominal pain', 'Infant spitting up', 'Vomiting blood', 'Cough', 'Arm stiffness or tightness', 'Regurgitation', 'Burning abdominal pain', 'Restlessness', 'Pain during pregnancy', 'Symptoms of infants', 'Wheezing']","['Radiographic imaging procedure', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Intravenous fluid replacement', 'Electrolytes panel', 'Glucose measurement (Glucose level)', 'Kidney function tests (Kidney function test)']","['Nizatidine (Axid)', 'Simethicone (Degas)', 'Lactulose', 'Silver Sulfadiazine Topical', 'Niacin', 'Nystatin Topical Product', 'Mecamylamine', 'Grepafloxacin (Raxar)', 'Malathion Topical', 'Gemtuzumab (Mylotarg)']" +11,Salivary gland disorder,"['Sore throat', 'Peripheral edema', 'Neck mass', 'Ear pain', 'Swollen lymph nodes', 'Throat feels tight', 'Facial pain', 'Skin swelling', 'Jaw swelling', 'Cough', 'Mouth dryness', 'Neck swelling']","['Complete physical skin exam performed (ML)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Biopsy', 'Excision (Removal)', 'Diagnostic procedures on nose; mouth and pharynx', 'Hemoglobin A1c measurement (Hemoglobin a1c test)', 'Physical therapy exercises (Exercises)']","['Meloxicam', 'Pramipexole (Mirapex)', 'Dicyclomine', 'Saliva Substitutes', 'Mequinol-Tretinoin Topical', 'Bleomycin', 'Desflurane', 'Entacapone (Comtan)', 'Biotin', 'Rocuronium', 'Cefadroxil']" +12,Osteochondrosis,"['Knee pain', 'Foot or toe pain', 'Bowlegged or knock-kneed', 'Ankle pain', 'Bones are painful', 'Knee weakness', 'Hand or finger pain', 'Elbow pain', 'Knee swelling', 'Skin moles', 'Knee lump or mass', 'Weight gain']","['Plain x-ray (X ray)', 'Radiographic imaging procedure', 'Physical therapy exercises (Exercises)', 'Examination of foot', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Application of splint (Splinting)', 'Physical therapy exercises; manipulation; and other procedures']","['Acebutolol', 'Botulinum Toxin Type A (Botox)']" +13,Injury to the knee,"['Knee pain', 'Knee swelling', 'Leg pain', 'Problems with movement', 'Knee stiffness or tightness', 'Leg swelling', 'Knee weakness', 'Foot or toe swelling', 'Heartburn', 'Smoking problems']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Magnetic resonance imaging (Mri)', 'Application of splint (Splinting)', 'Physical therapy exercises (Exercises)', 'Other therapeutic procedures', 'Other non-OR therapeutic procedures on musculoskeletal system']","['Chondroitin-Glucosamine', 'Cortisone', 'Piroxicam', 'Nabumetone', 'Pentazocine (Talwin)', 'Alendronate-Cholecalciferol', 'Moexipril', 'Desflurane']" +14,Metabolic disorder,"['Weight gain', 'Jaundice', 'Mouth dryness', 'Muscle pain', 'Smoking problems', 'Infant feeding problem', 'Recent weight loss', 'Problems with shape or size of breast', 'Arm stiffness or tightness', 'Underweight', 'Difficulty eating', 'Scanty menstrual flow']","['Hematologic tests (Blood test)', 'Lipid panel', 'Glucose measurement (Glucose level)', 'Hemoglobin A1c measurement (Hemoglobin a1c test)', 'Complete physical skin exam performed (ML)', 'Ultrasonography (Ultrasound)', 'Mammography (Mammogram)']","['Ursodiol (Urso)', 'Exenatide (Byetta)', 'Alglucosidase Alfa (Myozyme)', 'Levocarnitine', 'Fenofibric Acid (Trilipix)', 'Raltegravir (Isentress)', 'Potassium Citrate']" +15,Vaginitis,"['Vaginal discharge', 'Vaginal itching', 'Sharp abdominal pain', 'Painful urination', 'Vaginal pain', 'Lower abdominal pain', 'Pelvic pain', 'Vaginal redness', 'Suprapubic pain', 'Pain during pregnancy', 'Vulvar irritation', 'Pain during intercourse']","['Pelvis exam', 'Urinalysis', 'Standard pregnancy test', 'Chlamydia test', 'Examination of breast', 'Microscopic examination (bacterial smear; culture; toxicology)', 'Pap smear']","['Metronidazole', 'Fluconazole (Diflucan)', 'Metronidazole Topical Product', 'Terconazole Topical', 'Miconazole Topical Product', 'Betamethasone-Clotrimazole Topical', 'Clindamycin Topical Product', 'Tinidazole', 'Nystatin-Triamcinolone Topical', 'Cefixime (Suprax)', 'Pentosan Polysulphate Sodium (Elmiron)', 'Boric Acid Topical']" +16,Sick sinus syndrome,"['Dizziness', 'Sharp chest pain', 'Shortness of breath', 'Palpitations', 'Fainting', 'Weakness', 'Irregular heartbeat', 'Decreased heart rate', 'Increased heart rate', 'Bleeding or discharge from nipple']","['Electrocardiogram', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Ultrasonography (Ultrasound)', 'Echocardiography', 'Lipid panel', 'Diagnostic cardiac catheterization; coronary arteriography', 'Depression screen (Depression screening)']","['Warfarin', 'Digoxin', 'Sotalol', 'Amiodarone', 'Torsemide', 'Vitamin E (Vita-E)', 'Bumetanide', 'Flecainide', 'Ibandronate (Boniva)', 'Dofetilide (Tikosyn)', 'Dopamine', 'Isosorbide Mononitrate (Ismo)']" +17,Tinnitus of unknown cause,"['Ringing in ear', 'Diminished hearing', 'Dizziness', 'Ear pain', 'Headache', 'Plugged feeling in ear', 'Itchy ear(s)', 'Frontal headache', 'Symptoms of eye', 'Hoarse voice', 'Fluid in ear', 'Neck stiffness or tightness']","['Ophthalmologic and otologic diagnosis and treatment', 'Magnetic resonance imaging (Mri)', 'Other therapeutic ear procedures', 'Other physical therapy and rehabilitation', 'Diagnostic procedures on ear', 'Diagnostic procedures on nose; mouth and pharynx', 'Other OR therapeutic nervous system procedures']","['Azelastine Nasal', 'Salmeterol', 'Levocetirizine (Xyzal)', 'Ginkgo Biloba Extract (Ginkgo)', 'Iodoquinol', 'Benzalkonium Chloride Topical', 'Aluminum Sulfate-Calcium Acetate Topical', 'Magnesium Chloride', 'Dexamethasone Ophthalmic', 'Ciclesonide Nasal', 'Almotriptan (Axert)']" +18,Glaucoma,"['Diminished vision', 'Pain in eye', 'Symptoms of eye', 'Spots or clouds in vision', 'Eye redness', 'Lacrimation', 'Itchiness of eye', 'Blindness', 'Eye burns or stings', 'Foreign body sensation in eye', 'Itchy eyelid', 'Feeling cold']","['Ophthalmic examination and evaluation (Eye exam)', 'Ophthalmologic and otologic diagnosis and treatment', 'Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Lens and cataract procedures', 'Diagnostic procedures on eye', 'Glaucoma procedures', 'Other intraocular therapeutic procedures']","['Latanoprost', 'Bimatoprost Ophthalmic', 'Brimonidine Ophthalmic', 'Timolol', 'Travoprost (Travatan)', 'Prednisolone Ophthalmic', 'Brimonidine-Timolol Ophthalmic', 'Dorzolamide Ophthalmic', 'Brinzolamide Ophthalmic', 'Tropicamide Ophthalmic', 'Apraclonidine Ophthalmic', 'Acetazolamide (Diamox)']" +19,Eating disorder,"['Depression', 'Anxiety and nervousness', 'Depressive or psychotic symptoms', 'Decreased appetite', 'Abusing alcohol', 'Excessive appetite', 'Difficulty eating', 'Weight gain', 'Excessive anger', 'Insomnia', 'Vomiting blood', 'Acne or pimples']","['Psychotherapy', 'Mental health counseling', 'Depression screen (Depression screening)', 'Psychological and psychiatric evaluation and therapy', 'Occupational therapy assessment (Speech therapy)']","['Fluoxetine (Prozac)', 'Trazodone', 'Quetiapine (Seroquel)', 'Lamotrigine (Lamictal)', 'Topiramate (Topamax)', 'Venlafaxine (Effexor)', 'Aripiprazole (Abilify)', 'Minocycline', 'Benzoyl Peroxide Topical', 'Tranylcypromine (Parnate)', 'Phenelzine (Nardil)', 'Chlorpromazine (Thorazine)']" +20,Transient ischemic attack,"['Loss of sensation', 'Dizziness', 'Headache', 'Weakness', 'Focal weakness', 'Slurring words', 'Difficulty speaking', 'Symptoms of the face', 'Depressive or psychotic symptoms', 'Diminished vision', 'Disturbance of memory', 'Paresthesia']","['Radiographic imaging procedure', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'X-ray computed tomography (Scan ct)', 'Electrocardiogram', 'Kidney function tests (Kidney function test)', 'Glucose measurement (Glucose level)']","['Clopidogrel (Plavix)', 'Deferasirox (Exjade)', 'Bethanechol', 'Dipyridamole', 'Gadopentetate Dimeglumine (Magnevist)', 'Bivalirudin']" +21,Pyelonephritis,"['Side pain', 'Fever', 'Sharp abdominal pain', 'Back pain', 'Vomiting', 'Nausea', 'Painful urination', 'Low back pain', 'Lower abdominal pain', 'Blood in urine', 'Suprapubic pain', 'Frequent urination']","['Urinalysis', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Intravenous fluid replacement', 'Radiographic imaging procedure', 'Kidney function tests (Kidney function test)', 'Glucose measurement (Glucose level)']","['Ciprofloxacin', 'Levofloxacin (Levaquin)', 'Ceftriaxone', 'Phenazopyridine (Azo)', 'Cefotaxime', 'Cefixime (Suprax)', 'Doripenem', 'Dihydrocodeine (Didone)', 'Auranofin', 'Somatrem (Protropin)', 'Ganciclovir', 'Clotrimazole']" +22,Rotator cuff injury,"['Shoulder pain', 'Arm pain', 'Shoulder stiffness or tightness', 'Shoulder weakness', 'Arm cramps or spasms', 'Arm stiffness or tightness', 'Neck stiffness or tightness', 'Hand or finger stiffness or tightness', 'Shoulder swelling', 'Tongue lesions', 'Leg cramps or spasms', 'Abnormal appearing tongue']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Physical therapy exercises (Exercises)', 'Magnetic resonance imaging (Mri)', 'Application of splint (Splinting)', 'Other therapeutic procedures on muscles and tendons', 'Other non-OR therapeutic procedures on musculoskeletal system']","['Triamcinolone Topical Product', 'Bupivacaine', 'Rocuronium', 'Cortisone', 'Sevoflurane', 'Mepivacaine (Carbocaine)', 'Desflurane', 'Diclofenac Topical Product', 'Nitrous Oxide', 'Rapacuronium']" +23,Chronic pain disorder,"['Back pain', 'Low back pain', 'Ache all over', 'Leg pain', 'Neck pain', 'Headache', 'Sharp abdominal pain', 'Shoulder pain', 'Knee pain', 'Hip pain', 'Pelvic pain', 'Lower body pain']","['Magnetic resonance imaging (Mri)', 'Lipid panel', 'Physical therapy exercises (Exercises)', 'Insertion of catheter or spinal stimulator and injection into spinal canal', 'Other therapeutic procedures', 'Other non-OR therapeutic procedures on musculoskeletal system', 'Physical therapy exercises; manipulation; and other procedures']","['Oxycodone', 'Methadone', 'Carisoprodol (Soma)', 'Oxymorphone (Opana)', 'Diclofenac Topical Product', 'Milnacipran (Savella)', 'Cannabis (Schedule I Substance)', 'Cevimeline (Evoxac)', 'Sorbitol', 'Choline']" +24,Problem during pregnancy,"['Sharp abdominal pain', 'Pain during pregnancy', 'Problems during pregnancy', 'Lower abdominal pain', 'Spotting or bleeding during pregnancy', 'Nausea', 'Headache', 'Back pain', 'Vomiting', 'Burning abdominal pain', 'Pelvic pain', 'Cramps and spasms']","['Urinalysis', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Radiographic imaging procedure', 'Glucose measurement (Glucose level)', 'Standard pregnancy test', 'Pelvis exam']","['Multivitamin, Prenatal', 'Miconazole Topical Product', 'Rho(D) Immune Globulin (Rhogam)', 'Clomiphene (Clomid)', 'Methyldopa']" +25,Liver cancer,"['Sharp abdominal pain', 'Upper abdominal pain', 'Stomach bloating', 'Changes in stool appearance', 'Decreased appetite', 'Unusual color or odor to urine', 'Increased heart rate', 'Kidney mass', 'Swollen abdomen', 'Symptoms of prostate', 'Leg stiffness or tightness', 'Groin mass']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Glucose measurement (Glucose level)', 'Electrolytes panel', 'X-ray computed tomography (Scan ct)', 'Ultrasonography (Ultrasound)', 'Biopsy']","['Spironolactone', 'Oxycodone', 'Tacrolimus (Prograf)', 'Lactulose', 'Sorafenib', 'Dexamethasone', 'Aprepitant (Emend)', 'Gemcitabine (Gemzar)', 'Valganciclovir (Valcyte)', 'Palonosetron (Aloxi)', 'Mycophenolate Mofetil (Cellcept)', 'Nystatin Topical Product']" +26,Atelectasis,"['Cough', 'Shortness of breath', 'Sharp chest pain', 'Fever', 'Nasal congestion', 'Dizziness', 'Sore throat', 'Sharp abdominal pain', 'Difficulty breathing', 'Rib pain', 'Ache all over', 'Headache']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'X-ray computed tomography (Scan ct)', 'Electrocardiogram', 'Intravenous fluid replacement']","['Guaifenesin (Mucinex)', 'Cilostazol', 'Tiotropium (Spiriva)', 'Factor Ix Complex (Obsolete)', 'Lactase', 'Iodine (I-Deal)', 'Pancreatin', 'Filgrastim (Neupogen)', 'Darbepoetin Alfa (Aranesp)', 'Olopatadine Ophthalmic', 'Cefuroxime']" +27,Injury to the hand,"['Hand or finger pain', 'Hand or finger swelling', 'Wrist pain', 'Hand or finger stiffness or tightness', 'Joint pain', 'Skin growth', 'Muscle stiffness or tightness', 'Pallor', 'Focal weakness', 'Symptoms of the face', 'Wrist swelling', 'Hand or finger lump or mass']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Application of splint (Splinting)', 'Wound care management', 'Suturing of wound', 'Physical therapy exercises (Exercises)', 'Occupational therapy assessment (Speech therapy)']","['Etodolac', 'Etanercept (Enbrel)', 'Propoxyphene', 'Capsaicin Topical', 'Dapsone']" +28,Choledocholithiasis,"['Sharp abdominal pain', 'Upper abdominal pain', 'Vomiting', 'Nausea', 'Sharp chest pain', 'Back pain', 'Diarrhea', 'Jaundice', 'Side pain', 'Chills', 'Unusual color or odor to urine', 'Decreased appetite']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Radiographic imaging procedure', 'Intravenous fluid replacement', 'Kidney function tests (Kidney function test)', 'Electrolytes panel', 'Glucose measurement (Glucose level)']","['Metronidazole', 'Midazolam (Versed)', 'Zosyn', 'Ampicillin', 'Mivacurium', 'Plasma Protein Fraction (Plasmanate)', 'Vitamin K 1 (Mephyton)', 'Desipramine', 'Cinacalcet (Sensipar)', 'Barium Sulfate', 'Sulfamethoxazole (Bactrim)']" +29,Injury to the hip,"['Hip pain', 'Leg pain', 'Neck pain', 'Groin pain', 'Lower body pain', 'Hand or finger swelling', 'Peripheral edema', 'Leg swelling', 'Problems with movement']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'X-ray computed tomography (Scan ct)', 'Kidney function tests (Kidney function test)', 'Intravenous fluid replacement', 'CAT scan of head (Head ct)', 'Application of splint (Splinting)']","['Hydrocodone', 'Metaxalone (Skelaxin)', 'Calcium Acetate', 'Hydroxychloroquine (Plaquenil)', 'Rosiglitazone (Avandia)', 'Glucosamine', 'Malathion Topical', 'Gadoteridol (Prohance)', ""Devil\\'S Claw Preparation""]" +30,Cirrhosis,"['Sharp abdominal pain', 'Shortness of breath', 'Peripheral edema', 'Fatigue', 'Upper abdominal pain', 'Abdominal distention', 'Stomach bloating', 'Blood in stool', 'Regurgitation', 'Symptoms of the kidneys', 'Vomiting blood', 'Melena']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Glucose measurement (Glucose level)', 'Electrolytes panel', 'Lipid panel', 'Liver function tests (Liver test)', 'Hemoglobin A1c measurement (Hemoglobin a1c test)']","['Furosemide', 'Spironolactone', 'Lactulose', 'Tacrolimus (Prograf)', 'Nadolol', 'Mycophenolate Mofetil (Cellcept)', 'Propranolol', 'Thiamine', 'Methadone', 'Ursodiol (Urso)', 'Epoetin Alfa (Procrit)', 'Peginterferon Alfa-2B (Sylatron)']" +31,Thoracic aortic aneurysm,"['Sharp chest pain', 'Dizziness', 'Back pain', 'Shortness of breath', 'Sharp abdominal pain', 'Fatigue', 'Chest tightness', 'Unusual color or odor to urine', 'Flushing', 'Leg cramps or spasms', 'Coughing up sputum', 'Jaundice']","['Radiographic imaging procedure', 'Electrocardiogram', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'X-ray computed tomography (Scan ct)', 'Glucose measurement (Glucose level)', 'Kidney function tests (Kidney function test)']","['Metoprolol', 'Nitroglycerin', 'Hydralazine', 'Labetalol', 'Esmolol', 'Pentoxifylline', 'Colchicine', 'Amiodarone', 'Nitroprusside', 'Estropipate (Ogen)', 'Dexamethasone Ophthalmic']" +32,Subdural hemorrhage,"['Headache', 'Dizziness', 'Problems with movement', 'Depressive or psychotic symptoms', 'Seizures', 'Vomiting', 'Facial pain', 'Disturbance of memory', 'Irritable infant', 'Abnormal movement of eyelid', 'Hostile behavior', 'Delusions or hallucinations']","['Radiographic imaging procedure', 'X-ray computed tomography (Scan ct)', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Intravenous fluid replacement', 'Plain x-ray (X ray)', 'CAT scan of head (Head ct)']","['Levetiracetam (Keppra)', 'Phenytoin (Dilantin)', 'Labetalol', 'Phenobarbital', 'Mannitol', 'Nicardipine', 'Vitamin K 1 (Mephyton)', 'Carbidopa', 'Rocuronium', 'Linezolid (Zyvox)', 'Dorzolamide Ophthalmic', 'Fosphenytoin']" +33,Congenital rubella,"['Pain in eye', 'Shoulder cramps or spasms', 'Facial pain', 'Ankle pain', 'Wrist pain', 'Pain during pregnancy', 'Excessive anger', 'Joint stiffness or tightness', 'Pain or soreness of breast', 'Knee lump or mass', 'Fatigue', 'Excessive urination at night']","['Corneal transplant', 'Transurethral resection of prostate (TURP) (Turp)', 'Coronary thrombolysis', 'Control of epistaxis', 'CT scan abdomen (Ct of abdomen)', 'Procedures on spleen (Spleen operation)', 'Bone marrow transplant (Bmt)']","['Air', 'Mecamylamine', 'Troleandomycin', 'Indium Oxyquinoline In-111 (Indium In-111 Oxyquinoline)', 'Pipecuronium (Arduan)', 'Grepafloxacin (Raxar)', 'Rabbit Anti-Human T-Lymphocyte Globulin (Thymoglobulin)', 'Iopanoic Acid', 'Conjugated Estrogens Topical', 'Malathion Topical', 'Gemtuzumab (Mylotarg)']" +34,Diabetic retinopathy,"['Diminished vision', 'Spots or clouds in vision', 'Pain in eye', 'Lacrimation', 'Symptoms of eye', 'Eye redness', 'Foreign body sensation in eye', 'Itchiness of eye', 'Blindness', 'Bleeding from eye', 'Abnormal movement of eyelid', 'Double vision']","['Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Ophthalmic examination and evaluation (Eye exam)', 'Ophthalmologic and otologic diagnosis and treatment', 'Hemoglobin A1c measurement (Hemoglobin a1c test)', 'Repair of retinal tear; detachment', 'Other extraocular muscle and orbit therapeutic procedures', 'Other intraocular therapeutic procedures']","['Insulin', 'Insulin Glargine (Lantus)', 'Tropicamide Ophthalmic', 'Phenylephrine (Duramax)', 'Insulin, Aspart, Human (Novolog)', 'Brimonidine Ophthalmic', 'Prednisolone Ophthalmic', 'Bevacizumab (Avastin)', 'Rosiglitazone (Avandia)', 'Latanoprost', 'Gatifloxacin (Zymar)', 'Timolol']" +35,Fibromyalgia,"['Back pain', 'Ache all over', 'Neck pain', 'Muscle pain', 'Leg pain', 'Headache', 'Shoulder pain', 'Low back pain', 'Sharp chest pain', 'Arm pain', 'Hip pain', 'Fatigue']","['Physical therapy exercises (Exercises)', 'Magnetic resonance imaging (Mri)', 'Other therapeutic procedures', 'Mammography (Mammogram)', 'Depression screen (Depression screening)', 'Other physical therapy and rehabilitation', 'Bone density scan']","['Pregabalin (Lyrica)', 'Tizanidine', 'Nortriptyline', 'Milnacipran (Savella)', 'Chlorzoxazone', 'Oxymorphone (Opana)', 'Rifaximin', 'Cevimeline (Evoxac)', 'Clemastine (Tavist)', 'Naratriptan (Amerge)', 'Ergotamine']" +36,Ischemia of the bowel,"['Sharp abdominal pain', 'Vomiting', 'Diarrhea', 'Nausea', 'Rectal bleeding', 'Blood in stool', 'Lower abdominal pain', 'Constipation', 'Melena', 'Burning abdominal pain', 'Chills', 'Retention of urine']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Radiographic imaging procedure', 'Kidney function tests (Kidney function test)', 'Glucose measurement (Glucose level)', 'X-ray computed tomography (Scan ct)', 'Electrolytes panel']","['Metronidazole', 'Fentanyl', 'Zosyn', 'Heparin', 'Meperidine (Demerol)', 'Mesalamine (Asacol)', 'Sucralfate (Carafate)', 'Oxygen', 'Sodium Phosphate', 'Guar Gum', 'Cefoxitin', 'Droperidol']" +37,Fetal alcohol syndrome,"['Excessive anger', 'Temper problems', 'Lack of growth', 'Eye redness', 'Depressive or psychotic symptoms', 'Hostile behavior', 'Smoking problems', 'Seizures', 'Coryza', 'Wrist weakness', 'Eye strain', 'Emotional symptoms']","['Mental health counseling', 'Ophthalmologic and otologic diagnosis and treatment', 'Hemoglobin A1c measurement (Hemoglobin a1c test)', 'Corneal transplant', 'Procedures on spleen (Spleen operation)', 'Removal of ectopic pregnancy', 'Tracheostomy; temporary and permanent']","['Adderall', 'Methylphenidate', 'Clonidine', 'Trazodone', 'Cyproheptadine', 'Guanfacine (Intuniv)', 'Nicotine', 'Atomoxetine (Strattera)', 'Olanzapine (Zyprexa)', 'Lamotrigine (Lamictal)', 'Risperidone']" +38,Peritonitis,"['Sharp abdominal pain', 'Nausea', 'Vomiting', 'Back pain', 'Fever', 'Shortness of breath', 'Lower abdominal pain', 'Upper abdominal pain', 'Side pain', 'Groin mass', 'Intermenstrual bleeding', 'Groin pain']","['Hematologic tests (Blood test)', 'Radiographic imaging procedure', 'Complete blood count (Cbc)', 'Intravenous fluid replacement', 'X-ray computed tomography (Scan ct)', 'Kidney function tests (Kidney function test)', 'Glucose measurement (Glucose level)']","['Metronidazole', 'Fentanyl', 'Vancomycin', 'Ceftazidime', 'Zosyn', 'Cinacalcet (Sensipar)', 'Rocuronium', 'Cefoxitin', 'Iohexol (Omnipaque)', 'Diatrizoate', 'Sennosides, Usp (Perdiem)']" +39,Injury to the abdomen,"['Sharp abdominal pain', 'Sharp chest pain', 'Back pain', 'Burning abdominal pain', 'Upper abdominal pain', 'Lower abdominal pain', 'Leg pain', 'Neck pain', 'Pain during pregnancy', 'Side pain', 'Problems during pregnancy', 'Blood in urine']","['Radiographic imaging procedure', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'X-ray computed tomography (Scan ct)', 'Urinalysis', 'Kidney function tests (Kidney function test)', 'Intravenous fluid replacement']","['Vecuronium', 'Bisacodyl (The Magic Bullet)', 'Memantine (Namenda)', 'Sennosides, Usp (Perdiem)', 'Zosyn', 'Mecamylamine', 'Grepafloxacin (Raxar)', 'Malathion Topical', 'Gemtuzumab (Mylotarg)']" +40,Acute pancreatitis,"['Sharp abdominal pain', 'Vomiting', 'Nausea', 'Upper abdominal pain', 'Diarrhea', 'Sharp chest pain', 'Burning abdominal pain', 'Back pain', 'Side pain', 'Abusing alcohol', 'Lower body pain', 'Hemoptysis']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Radiographic imaging procedure', 'Intravenous fluid replacement', 'Kidney function tests (Kidney function test)', 'Glucose measurement (Glucose level)', 'Urinalysis']","['Ondansetron (Zofran)', 'Hydromorphone (Dilaudid)', 'Zosyn', 'Diatrizoate', 'Chlordiazepoxide', 'Pancrelipase (Pancrease)', 'Pancreatin', 'Iohexol (Omnipaque)', 'Cefotetan', 'Benzylpenicilloyl Polylysine (Pre-Pen)', 'Glucagon']" +41,Thrombophlebitis,"['Leg pain', 'Leg swelling', 'Arm pain', 'Abnormal appearing skin', 'Arm swelling', 'Foot or toe pain', 'Ache all over', 'Lymphedema', 'Skin on leg or foot looks infected', 'Skin swelling', 'Leg cramps or spasms', 'Hand or finger swelling']","['Radiographic imaging procedure', 'Ultrasonography (Ultrasound)', 'Wound care management', 'Prothrombin time assay (Prothrombin time)', 'Physical therapy exercises (Exercises)', 'Other OR procedures on vessels other than head and neck', 'Other vascular catheterization; not heart']","['Enoxaparin (Lovenox)', 'Indomethacin', 'Propoxyphene', 'Sodium Bicarbonate', 'Mequinol-Tretinoin Topical', 'Factor Ix Complex (Obsolete)', 'Sertaconazole Topical', 'Ephedrine (Kie)', 'Flumazenil', 'Deferasirox (Exjade)', 'Itraconazole', 'Diclofenac Topical Product']" +42,Asthma,"['Cough', 'Shortness of breath', 'Wheezing', 'Difficulty breathing', 'Nasal congestion', 'Fever', 'Sharp chest pain', 'Coryza', 'Chest tightness', 'Allergic reaction', 'Coughing up sputum', 'Congestion in chest']","['Plain x-ray (X ray)', 'Nebulizer therapy', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Arterial blood gases (ABGs)', 'Influenzavirus antibody assay', 'Other respiratory therapy', 'Other diagnostic procedures on skin and subcutaneous tissue']","['Albuterol', 'Prednisone', 'Montelukast (Singulair)', 'Fluticasone Nasal Product', 'Ipratropium', 'Prednisolone', 'Budesonide', 'Levalbuterol (Xopenex)', 'Combivent', 'Beclomethasone Nasal Product', 'Terbutaline']" +43,Foreign body in the vagina,"['Vaginal discharge', 'Pelvic pain', 'Painful urination', 'Lower abdominal pain', 'Skin lesion', 'Back weakness', 'Pus in sputum', 'Emotional symptoms', 'Muscle swelling', 'Pus in urine', 'Abnormal size or shape of ear', 'Low back weakness']","['Nonoperative removal of foreign body', 'Pelvis exam', 'Standard pregnancy test', 'Corneal transplant', 'Procedures on spleen (Spleen operation)', 'Removal of ectopic pregnancy', 'Tracheostomy; temporary and permanent']","['Levonorgestrel', 'Miconazole Topical Product', 'Mecamylamine', 'Grepafloxacin (Raxar)', 'Malathion Topical', 'Gemtuzumab (Mylotarg)', 'Gadoteridol (Prohance)', ""Devil\\'S Claw Preparation"", 'Isocarboxazid (Marplan)', 'Medrysone Ophthalmic']" +44,Restless leg syndrome,"['Abnormal involuntary movements', 'Leg pain', 'Headache', 'Sleepiness', 'Apnea', 'Fatigue', 'Abnormal breathing sounds', 'Depression', 'Back pain', 'Difficulty breathing', 'Loss of sensation', 'Insomnia']","['Other diagnostic procedures (interview; evaluation; consultation)', 'Lipid panel', 'Hemoglobin A1c measurement (Hemoglobin a1c test)', 'Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Magnetic resonance imaging (Mri)', 'Examination of foot', 'Depression screen (Depression screening)']","['Ropinirole', 'Pramipexole (Mirapex)', 'Gabapentin', 'Modafinil (Provigil)', 'Tizanidine', 'Rizatriptan (Maxalt)', 'Sitagliptin (Januvia)', 'Ramelteon (Rozerem)', 'Primidone', 'Doxepin', 'Solifenacin (Vesicare)']" +45,Emphysema,"['Sharp chest pain', 'Shortness of breath', 'Chest tightness', 'Cough', 'Nausea', 'Ache all over', 'Back pain', 'Cross-eyed', 'Itchy eyelid', 'Excessive growth', 'Emotional symptoms', 'Elbow cramps or spasms']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Complete blood count (Cbc)', 'Hematologic tests (Blood test)', 'X-ray computed tomography (Scan ct)', 'Kidney function tests (Kidney function test)', 'Intravenous fluid replacement']","['Sodium Chloride (Deep Sea)', 'Diphenhydramine (Benadryl)', 'Hydromorphone (Dilaudid)', 'Sucralfate (Carafate)', 'Nicotine', 'Zosyn', 'Epinephrine', 'Budesonide', 'Adderall', 'Losartan', 'Combivent', 'Penicillin']" +46,Cysticercosis,"['Seizures', 'Headache', 'Vomiting', 'Shortness of breath', 'Abnormal involuntary movements', 'Elbow cramps or spasms', 'Elbow weakness', 'Excessive growth', 'Underweight', 'Low back weakness', 'Wrist weakness', 'Feeling hot and cold']","['Radiographic imaging procedure', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'X-ray computed tomography (Scan ct)', 'Magnetic resonance imaging (Mri)', 'Glucose measurement (Glucose level)', 'CAT scan of head (Head ct)']","['Phenytoin (Dilantin)', 'Levetiracetam (Keppra)', 'Calcium Carbonate', 'Metoclopramide', 'Albendazole', 'Desipramine', 'Magnesium Sulfate', 'Nortriptyline', 'Carbamazepine', 'Folic Acid', 'Mecamylamine']" +47,Induced abortion,"['Spotting or bleeding during pregnancy', 'Sharp abdominal pain', 'Pain during pregnancy', 'Cramps and spasms', 'Lower abdominal pain', 'Pelvic pain', 'Problems during pregnancy', 'Intermenstrual bleeding', 'Vaginal discharge', 'Blood clots during menstrual periods', 'Groin pain', 'Absence of menstruation']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Urinalysis', 'Radiographic imaging procedure', 'Standard pregnancy test', 'Intravenous fluid replacement', 'Pelvis exam']","['Methylergonovine (Methergine)', 'Rho(D) Immune Globulin (Rhogam)', 'Misoprostol', 'Nonoxynol 9 Topical', 'Propylthiouracil', 'Human Chorionic Gonadotropin (Hcg)', 'Oxytocin', 'Norethindrone (Loestrin Fe)', 'Levonorgestrel']" +48,Teething syndrome,"['Fever', 'Pulling at ears', 'Cough', 'Irritable infant', 'Nasal congestion', 'Diarrhea', 'Ear pain', 'Gum pain', 'Symptoms of infants', 'Temper problems', 'Redness in ear', 'Decreased appetite']","['Complete physical skin exam performed (ML)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Ophthalmic examination and evaluation (Eye exam)']","['Rotavirus Vaccines (Rotavirus Vaccine)', 'Pneumococcal 7-Valent Conjugate Vaccine (Prevnar)', 'Benzocaine Topical', 'Mumps Vaccine', 'Sodium Citrate', 'Measles Vaccine', 'Rubella Virus Vaccine', 'Purified Protein Derivative Of Tuberculin (Tubersol)', 'Cholestyramine Resin (Questran)']" +49,Infectious gastroenteritis,"['Vomiting', 'Diarrhea', 'Nausea', 'Sharp abdominal pain', 'Fever', 'Burning abdominal pain', 'Headache', 'Blood in stool', 'Decreased appetite', 'Chills', 'Fluid retention', 'Flu-like syndrome']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Intravenous fluid replacement', 'Urinalysis', 'Kidney function tests (Kidney function test)', 'Electrolytes panel', 'Glucose measurement (Glucose level)']","['Metronidazole', 'Loperamide (Imodium)', 'Trimethobenzamide (Tigan)', 'Bismuth Subsalicylate (Pepto-Bismol)', 'Lactobacillus Acidophilus And Bulgaricus', 'Sodium Citrate', 'Sodium Hypochlorite Topical', 'Dimenhydrinate (Dramamine)', 'Pepsin A', 'Betamethasone']" +50,Acute sinusitis,"['Cough', 'Nasal congestion', 'Sore throat', 'Headache', 'Frontal headache', 'Coryza', 'Fever', 'Ear pain', 'Sinus congestion', 'Painful sinuses', 'Facial pain', 'Coughing up sputum']","['Other diagnostic procedures (interview; evaluation; consultation)', 'CAT scan of head (Head ct)', 'Influenzavirus antibody assay', 'Other respiratory therapy', 'Physical therapy exercises; manipulation; and other procedures']","['Amoxicillin', 'Augmentin', 'Guaifenesin (Mucinex)', 'Clarithromycin', 'Cefdinir', 'Pseudoephedrine (Pcm-La)', 'Cefuroxime', 'Robitussin Ac', 'Oxymetazoline Nasal', 'Triamcinolone Nasal Product']" +51,Von Hippel-Lindau disease,"['Seizures', 'Upper abdominal pain', 'Excessive growth', 'Abnormal appearing skin', 'Headache', 'Blood in urine', 'Paresthesia', 'Diminished vision', 'Knee pain', 'Fatigue', 'Nausea', 'Kidney mass']","['Magnetic resonance imaging (Mri)', 'Complete physical skin exam performed (ML)', 'Sigmoidoscopy or colonoscopy', 'Incision and excision of CNS', 'Diagnostic spinal tap (Spinal tap)', 'Excision of skin lesion', 'Occupational therapy assessment (Speech therapy)']","['Albendazole', 'Pimecrolimus Topical', 'Acetazolamide (Diamox)', 'Travoprost (Travatan)', 'Bimatoprost Ophthalmic', 'Brimonidine Ophthalmic', 'Lactulose', 'Nortriptyline', 'Fluticasone Topical Product', 'Rabeprazole (Aciphex)', 'Oxcarbazepine (Trileptal)', 'Gemfibrozil']" +52,Substance-related mental disorder,"['Depressive or psychotic symptoms', 'Delusions or hallucinations', 'Depression', 'Anxiety and nervousness', 'Drug abuse', 'Abusing alcohol', 'Insomnia', 'Feeling ill', 'Excessive anger', 'Problems with movement', 'Hostile behavior', 'Fears and phobias']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Urinalysis', 'Glucose measurement (Glucose level)', 'Kidney function tests (Kidney function test)', 'Electrocardiogram', 'Intravenous fluid replacement']","['Lorazepam', 'Quetiapine (Seroquel)', 'Risperidone', 'Haloperidol', 'Benztropine', 'Ziprasidone (Geodon)', 'Efavirenz', 'Naloxone (Suboxone)', 'Nicotine', 'Didanosine (Videx)', 'Nelfinavir (Viracept)', 'Naltrexone']" +53,Postpartum depression,"['Depression', 'Recent pregnancy', 'Problems during pregnancy', 'Anxiety and nervousness', 'Pain during pregnancy', 'Depressive or psychotic symptoms', 'Drug abuse', 'Spotting or bleeding during pregnancy', 'Uterine contractions', 'Delusions or hallucinations', 'Intermenstrual bleeding', 'Excessive anger']","['Urinalysis', 'Pelvis exam', 'Examination of breast', 'Mental health counseling', 'Ultrasonography (Ultrasound)', 'Chlamydia test', 'Depression screen (Depression screening)']","['Sertraline (Zoloft)', 'Methadone', 'Miconazole Topical Product', 'Propylthiouracil', 'Rho(D) Immune Globulin (Rhogam)', 'Aloe Vera Preparation', 'Bromocriptine', 'Desipramine', 'Guar Gum']" +54,Coronary atherosclerosis,"['Sharp chest pain', 'Shortness of breath', 'Fatigue', 'Chest tightness', 'Palpitations', 'Irregular heartbeat', 'Lymphedema', 'Leg cramps or spasms', 'Burning chest pain']","['Hematologic tests (Blood test)', 'Electrocardiogram', 'Lipid panel', 'Glucose measurement (Glucose level)', 'Ultrasonography (Ultrasound)', 'Echocardiography', 'Hemoglobin A1c measurement (Hemoglobin a1c test)']","['Aspirin', 'Metoprolol', 'Clopidogrel (Plavix)', 'Simvastatin', 'Nitroglycerin', 'Carvedilol', 'Isosorbide', 'Rosuvastatin (Crestor)', 'Digoxin', 'Ezetimibe (Zetia)', 'Ramipril']" +55,Spondylitis,"['Back pain', 'Low back pain', 'Leg pain', 'Neck pain', 'Hip pain', 'Side pain', 'Back cramps or spasms', 'Lower body pain', 'Stiffness all over', 'Muscle cramps, contractures, or spasms', 'Low back cramps or spasms', 'Back mass or lump']","['Plain x-ray (X ray)', 'Physical therapy exercises (Exercises)', 'Other therapeutic procedures', 'Insertion of catheter or spinal stimulator and injection into spinal canal', 'Magnetic resonance imaging (Mri)', 'Other non-OR or closed therapeutic nervous system procedures', 'Physical therapy exercises; manipulation; and other procedures']","['Cyclobenzaprine', 'Diazepam (Valium)', 'Carisoprodol (Soma)', 'Orphenadrine (Flexon)', 'Methocarbamol', 'Tizanidine', 'Bupivacaine', 'Metaxalone (Skelaxin)', 'Methadone', 'Nabumetone', 'Chlorzoxazone']" +56,Pituitary adenoma,"['Headache', 'Loss of sensation', 'Diminished vision', 'Knee pain', 'Nausea', 'Disturbance of memory', 'Coryza', 'Weight gain', 'Pain in eye', 'Nosebleed', 'Long menstrual periods', 'Muscle swelling']","['Magnetic resonance imaging (Mri)', 'Examination of breast', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Pelvis exam', 'Ophthalmic examination and evaluation (Eye exam)', 'Diagnostic procedures on nose; mouth and pharynx', 'Sigmoidoscopy or colonoscopy']","['Bromocriptine', 'Testosterone', 'Rosuvastatin (Crestor)', 'Cabergoline', 'Olmesartan (Benicar)', 'Gadoteridol (Prohance)', 'Pergolide', 'Diethylpropion (Tenuate)', 'Pramlintide (Symlin)', 'Fluorometholone Ophthalmic', 'Triazolam (Halcion)']" +57,Uterine fibroids,"['Sharp abdominal pain', 'Pelvic pain', 'Heavy menstrual flow', 'Lower abdominal pain', 'Unpredictable menstruation', 'Painful menstruation', 'Intermenstrual bleeding', 'Long menstrual periods', 'Infertility', 'Vaginal discharge', 'Involuntary urination', 'Cramps and spasms']","['Pelvis exam', 'Radiographic imaging procedure', 'Complete blood count (Cbc)', 'Urinalysis', 'Ultrasonography (Ultrasound)', 'Examination of breast', 'Standard pregnancy test']","['Medroxyprogesterone', 'Leuprolide (Lupron)', 'Progesterone', 'Clomiphene (Clomid)', 'Human Chorionic Gonadotropin (Hcg)', 'Norethindrone (Loestrin Fe)', 'Sevoflurane', 'Nafarelin (Synarel)', 'Butoconazole Topical', 'Goserelin (Zoladex)', 'Ferrous Sulfate']" +58,Idiopathic nonmenstrual bleeding,"['Intermenstrual bleeding', 'Unpredictable menstruation', 'Long menstrual periods', 'Pelvic pain', 'Sharp abdominal pain', 'Heavy menstrual flow', 'Painful menstruation', 'Vaginal discharge', 'Painful urination', 'Frequent menstruation', 'Blood clots during menstrual periods', 'Sweating']","['Hematologic tests (Blood test)', 'Pelvis exam', 'Complete blood count (Cbc)', 'Urinalysis', 'Ultrasonography (Ultrasound)', 'Standard pregnancy test', 'Examination of breast']","['Medroxyprogesterone', 'Ortho Cyclen', 'Propofol', 'Sevoflurane', 'Miconazole Topical Product', 'Progesterone', 'Portia', 'Interferon Gamma-1B (Actimmune)', 'Hexachlorophene Topical']" +59,Chalazion,"['Mass on eyelid', 'Pain in eye', 'Swollen eye', 'Eye redness', 'Symptoms of eye', 'Eyelid swelling', 'Eyelid lesion or rash', 'Diminished vision', 'Itchiness of eye', 'Skin growth', 'Foreign body sensation in eye', 'Lacrimation']","['Excision (Removal)', 'Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Ophthalmic examination and evaluation (Eye exam)', 'Physical therapy exercises (Exercises)', 'Physical therapy exercises; manipulation; and other procedures', 'Biopsy']","['Dexamethasone-Tobramycin Ophthalmic', 'Erythromycin', 'Erythromycin Ophthalmic', 'Triamcinolone Topical Product', 'Gentamicin Ophthalmic', 'Loteprednol-Tobramycin Ophthalmic', 'Cefaclor (Ceclor)', 'Tobramycin Ophthalmic', 'Fluorescein', 'Ocular Lubricant', 'Ketorolac Ophthalmic Product', 'Ciprofloxacin Ophthalmic']" +60,Ovarian torsion,"['Sharp abdominal pain', 'Lower abdominal pain', 'Pelvic pain', 'Ache all over', 'Groin mass', 'Unwanted hair', 'Symptoms of bladder', 'Knee swelling', 'Pain or soreness of breast', 'Skin swelling', 'Infertility', 'Acne or pimples']","['Radiographic imaging procedure', 'Hematologic tests (Blood test)', 'Pelvis exam', 'Ultrasonography (Ultrasound)', 'Urinalysis', 'Complete blood count (Cbc)', 'Standard pregnancy test']","['Progesterone', 'Propofol', 'Bupivacaine', 'Collagen', 'Cefoxitin', 'Clorazepate', 'Cellulose', 'Sevoflurane', 'Cyproheptadine', 'Letrozole (Femara)']" +61,Retinopathy due to high blood pressure,"['Diminished vision', 'Spots or clouds in vision', 'Symptoms of eye', 'Pain in eye', 'Itchiness of eye', 'Foreign body sensation in eye', 'Mass on eyelid', 'Eye redness', 'Blindness', 'Pus draining from ear', 'Lacrimation', 'Irregular appearing nails']","['Ophthalmic examination and evaluation (Eye exam)', 'Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Hemoglobin A1c measurement (Hemoglobin a1c test)', 'Ophthalmologic and otologic diagnosis and treatment', 'Examination of foot', 'Repair of retinal tear; detachment']","['Insulin, Aspart, Human (Novolog)', 'Tropicamide Ophthalmic', 'Phenylephrine (Duramax)', 'Quinapril', 'Verapamil (Univer)', 'Repaglinide (Prandin)', 'Bevacizumab (Avastin)', 'Bimatoprost Ophthalmic', 'Temazepam', 'Hydralazine', 'Methsuximide (Celontin)', 'Prasugrel (Effient)']" +62,Vaginal yeast infection,"['Vaginal itching', 'Vaginal discharge', 'Painful urination', 'Sharp abdominal pain', 'Vaginal pain', 'Vaginal redness', 'Itching of skin', 'Problems during pregnancy', 'Suprapubic pain', 'Pelvic pain', 'Lower abdominal pain', 'Vulvar irritation']","['Pelvis exam', 'Urinalysis', 'Standard pregnancy test', 'Chlamydia test', 'Microscopic examination (bacterial smear; culture; toxicology)', 'Examination of breast', 'Pap smear']","['Fluconazole (Diflucan)', 'Miconazole Topical Product', 'Terconazole Topical', 'Clotrimazole Topical', 'Metronidazole', 'Betamethasone-Clotrimazole Topical', 'Nystatin Topical Product', 'Portia', 'Butoconazole Topical', 'Nonoxynol 9 Topical', 'Levonorgestrel']" +63,Mastoiditis,"['Ear pain', 'Dizziness', 'Redness in ear', 'Fluid in ear', 'Cough', 'Headache', 'Diminished hearing', 'Fever', 'Plugged feeling in ear', 'Ringing in ear', 'Nasal congestion', 'Facial pain']","['X-ray computed tomography (Scan ct)', 'Ophthalmologic and otologic diagnosis and treatment', 'CAT scan of head (Head ct)', 'Magnetic resonance imaging (Mri)']","['Ofloxacin', 'Triamcinolone Nasal Product', 'Tetracaine Ophthalmic', 'Pentobarbital', 'Boric Acid Topical', 'Ioversol', 'Azelastine Ophthalmic', 'Cefotaxime', 'Linezolid (Zyvox)', 'Cefepime', 'Amantadine']" +64,Lung contusion,"['Back pain', 'Sharp chest pain', 'Ache all over', 'Rib pain', 'Elbow pain', 'Hip pain', 'Hurts to breath', 'Fluid retention', 'Dizziness', 'Headache', 'Shoulder pain', 'Shortness of breath']","['Plain x-ray (X ray)', 'Radiographic imaging procedure', 'X-ray computed tomography (Scan ct)', 'Intravenous fluid replacement', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Urinalysis']","['Morphine (Rms)', 'Tetanus Toxoid Vaccine (Adacel)', 'Cefazolin', 'Fentanyl', 'Ammonium Chloride', 'Propofol', 'Mecamylamine', 'Grepafloxacin (Raxar)', 'Malathion Topical', 'Gemtuzumab (Mylotarg)']" +65,Hypertrophic obstructive cardiomyopathy (HOCM),"['Sharp chest pain', 'Difficulty breathing', 'Anxiety and nervousness', 'Chest tightness', 'Leg swelling', 'Joint pain', 'Cough', 'Emotional symptoms', 'Elbow cramps or spasms', 'Nailbiting', 'Muscle swelling', 'Elbow weakness']","['Radiographic imaging procedure', 'Echocardiography', 'Ultrasonography (Ultrasound)', 'Diagnostic ultrasound of heart (echocardiogram)', 'Cardiac stress tests', 'Psychotherapy', 'Lipid panel']","['Metoprolol', 'Verapamil (Univer)', 'Trazodone', 'Testosterone', 'Buspirone (Buspar)', 'Mirtazapine', 'Olmesartan (Benicar)', 'Quetiapine (Seroquel)', 'Lansoprazole (Prevacid)', 'Fluticasone Nasal Product']" +66,Ingrown toe nail,"['Irregular appearing nails', 'Foot or toe pain', 'Skin on leg or foot looks infected', 'Foot or toe swelling', 'Abnormal appearing skin', 'Skin dryness, peeling, scaliness, or roughness', 'Skin growth', 'Skin on arm or hand looks infected', 'Swollen eye', 'Neck swelling', 'Skin irritation', 'Itchy scalp']","['Excision (Removal)', 'Examination of foot', 'Complete physical skin exam performed (ML)', 'Wound care management', 'Other non-OR therapeutic procedures on skin and breast', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Incision and drainage (I d)']","['Cephalexin', 'Povidone Iodine Topical (Betadine)', 'Bupivacaine', 'Phenol Topical', 'Terbinafine Topical', 'Ciclopirox Topical', 'Iodine Topical', 'Terbinafine (Lamisil)', 'Cefadroxil', 'Dehydrocholic Acid', 'Sulfisoxazole (E.S.P.)']" +67,Pulmonary eosinophilia,"['Cough', 'Shortness of breath', 'Fever', 'Nasal congestion', 'Sharp chest pain', 'Difficulty breathing', 'Dizziness', 'Ache all over', 'Nosebleed', 'Redness in ear', 'Fluid retention', 'Paresthesia']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Intravenous fluid replacement', 'Electrolytes panel', 'Kidney function tests (Kidney function test)']","['Ceftriaxone', 'Benzonatate', 'Moxifloxacin (Avelox)', 'Prednisolone', 'Lactase', 'Ubiquinone (Q10)', 'Primidone', 'Candesartan (Atacand)', 'Cefuroxime']" +68,Open wound of the hip,"['Hip pain', 'Leg pain', 'Hip swelling']","['Wound care management', 'Suturing of wound', 'Plain x-ray (X ray)', 'Complete physical skin exam performed (ML)', 'Application of splint (Splinting)', 'Culture wound', 'Referral to home health care service']","['Cephalexin', 'Tetanus Toxoid Vaccine (Adacel)', 'Povidone Iodine Topical (Betadine)', 'Bacitracin (Septa)', 'Cefazolin', 'Silver Sulfadiazine Topical', 'Papain-Urea Topical', 'Rabies Vaccine (Obsolete)', 'Rabies Immune Globulin, Human']" +69,Corneal disorder,"['Diminished vision', 'Pain in eye', 'Eye redness', 'Spots or clouds in vision', 'Symptoms of eye', 'Foreign body sensation in eye', 'Lacrimation', 'Itchiness of eye', 'White discharge from eye', 'Swollen eye', 'Double vision', 'Eyelid lesion or rash']","['Ophthalmic examination and evaluation (Eye exam)', 'Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Ophthalmologic and otologic diagnosis and treatment', 'Lens and cataract procedures', 'Other therapeutic procedures', 'Diagnostic procedures on eye', 'Corneal transplant']","['Prednisolone Ophthalmic', 'Moxifloxacin (Avelox)', 'Tropicamide Ophthalmic', 'Phenylephrine (Duramax)', 'Latanoprost', 'Cyclosporine Ophthalmic', 'Proparacaine Ophthalmic', 'Bimatoprost Ophthalmic', 'Olopatadine Ophthalmic', 'Loteprednol Ophthalmic', 'Timolol', 'Brimonidine Ophthalmic']" +70,Foreign body in the gastrointestinal tract,"['Difficulty in swallowing', 'Vomiting', 'Sharp abdominal pain', 'Regurgitation', 'Vomiting blood', 'Throat feels tight', 'Lump in throat', 'Recent weight loss', 'Cramps and spasms', 'Incontinence of stool', 'Foot or toe cramps or spasms', 'Temper problems']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Intravenous fluid replacement', 'Nonoperative removal of foreign body', 'Esophageal dilatation (Esophageal dilation)', 'Tracheoscopy and laryngoscopy with biopsy', 'Intubation']","['Glucagon', 'Cefoxitin', 'Charcoal', 'Papain Topical', 'Triethanolamine Polypeptide Oleate Otic', 'Lidocaine-Prilocaine Topical', 'Fluvoxamine (Luvox)']" +71,Endophthalmitis,"['Pain in eye', 'Eye redness', 'Swollen eye', 'Diminished vision', 'Itchiness of eye', 'Mass on eyelid', 'Paresthesia', 'Painful sinuses', 'Skin lesion', 'Foot or toe pain', 'Lacrimation', 'Painful urination']","['Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Ophthalmic examination and evaluation (Eye exam)', 'Nonoperative removal of foreign body', 'Excision of skin lesion', 'Other diagnostic procedures on skin and subcutaneous tissue', 'Ophthalmologic and otologic diagnosis and treatment', 'Microscopic examination (bacterial smear; culture; toxicology)']","['Erythromycin', 'Erythromycin Ophthalmic', 'Sodium Sulfacetamide Ophthalmic', 'Suprofen Ophthalmic', 'Bacitracin Ophthalmic', 'Loteprednol Ophthalmic', 'Sulfamethoxazole (Bactrim)', 'Acetazolamide (Diamox)', 'Fluorescein Ophthalmic', 'Paclitaxel (Taxol)', 'Tetracaine (One Touch)']" +72,Intestinal malabsorption,"['Diarrhea', 'Vomiting', 'Sharp abdominal pain', 'Allergic reaction', 'Irritable infant', 'Infant feeding problem', 'Cough', 'Constipation', 'Nasal congestion', 'Infant spitting up', 'Feeling ill', 'Flatulence']","['Complete physical skin exam performed (ML)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Lipid panel', 'Mental health counseling', 'Depression screen (Depression screening)', 'Diagnostic ultrasound of heart (echocardiogram)', 'Other physical therapy and rehabilitation']","['Vitamin B 12', 'Calcium Citrate', 'Lansoprazole (Prevacid)', 'Nystatin Topical Product', 'Pancreatin', 'Simethicone (Degas)', 'Pancrelipase (Pancrease)', 'Multivitamin With Minerals', 'Tobramycin (Tobi)', 'Copper Gluconate (Preservision 2)', 'Penciclovir Topical', 'Ferric Oxide, Saccharated (Venofer)']" +73,Lead poisoning,"['Pain in eye', 'Shoulder cramps or spasms', 'Facial pain', 'Ankle pain', 'Wrist pain', 'Pain during pregnancy', 'Excessive anger', 'Joint stiffness or tightness', 'Pain or soreness of breast', 'Knee lump or mass', 'Fatigue', 'Excessive urination at night']","['Corneal transplant', 'Transurethral resection of prostate (TURP) (Turp)', 'Coronary thrombolysis', 'Control of epistaxis', 'CT scan abdomen (Ct of abdomen)', 'Procedures on spleen (Spleen operation)', 'Bone marrow transplant (Bmt)']","['Air', 'Mecamylamine', 'Troleandomycin', 'Indium Oxyquinoline In-111 (Indium In-111 Oxyquinoline)', 'Pipecuronium (Arduan)', 'Grepafloxacin (Raxar)', 'Rabbit Anti-Human T-Lymphocyte Globulin (Thymoglobulin)', 'Iopanoic Acid', 'Conjugated Estrogens Topical', 'Malathion Topical', 'Gemtuzumab (Mylotarg)']" +74,Viral warts,"['Warts', 'Skin lesion', 'Skin growth', 'Abnormal appearing skin', 'Skin moles', 'Acne or pimples', 'Bumps on penis', 'Skin swelling', 'Skin dryness, peeling, scaliness, or roughness', 'Lip swelling', 'Too little hair', 'Foot or toe lump or mass']","['Complete physical skin exam performed (ML)', 'Excision (Removal)', 'Excision of skin lesion', 'Pelvis exam', 'Wound care management', 'Rectal examination', 'Biopsy']","['Imiquimod Topical', 'Salicylic Acid Topical', 'Tretinoin Topical', 'Podofilox Topical', 'Trichloroacetic Acid Topical', 'Cimetidine', 'Acetic Acid Topical', 'Tazarotene Topical', 'Econazole Topical', 'Candida Albicans Extract', 'Podophyllum Resin Topical']" +75,Hyperhidrosis,"['Sweating', 'Warts', 'Acne or pimples', 'Fever', 'Skin rash', 'Redness in ear', 'Headache', 'Diminished vision', 'Sharp abdominal pain', 'Cough', 'Vomiting', 'Cramps and spasms']","['Complete physical skin exam performed (ML)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Excision (Removal)', 'Other OR therapeutic nervous system procedures', 'Prostate specific antigen measurement (Prostate specific antigen test)', 'Corneal transplant', 'Procedures on spleen (Spleen operation)']","['Aluminum Chloride Hexahydrate Topical', 'Botulinum Toxin Type A (Botox)', 'Imiquimod Topical', 'Adapalene-Benzoyl Peroxide Topical', 'Clindamycin-Tretinoin Topical', 'Nateglinide (Starlix)', 'Benzoyl Peroxide-Clindamycin Topical', 'Isotretinoin (Accutane)', 'Cyproheptadine', 'Nadolol']" +76,Stroke,"['Focal weakness', 'Dizziness', 'Headache', 'Loss of sensation', 'Weakness', 'Problems with movement', 'Slurring words', 'Difficulty speaking', 'Depressive or psychotic symptoms', 'Seizures', 'Abnormal involuntary movements', 'Disturbance of memory']","['Radiographic imaging procedure', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'X-ray computed tomography (Scan ct)', 'Electrocardiogram', 'Glucose measurement (Glucose level)', 'Electrolytes panel']","['Clopidogrel (Plavix)', 'Labetalol', 'Alteplase', 'Fosphenytoin', 'Deferasirox (Exjade)', 'Bethanechol', 'Nicardipine', 'Dalteparin (Fragmin)', 'Rimabotulinumtoxinb (Myobloc)']" +77,Pilonidal cyst,"['Skin growth', 'Lower body pain', 'Ache all over', 'Skin swelling', 'Pain of the anus', 'Bones are painful', 'Back mass or lump', 'Mass or swelling around the anus', 'Pelvic pain', 'Fluid retention', 'Low back swelling', 'Irregular appearing scalp']","['Wound care management', 'Complete physical skin exam performed (ML)', 'Incision and drainage (I d)', 'Excision (Removal)', 'Rectal examination', 'Culture wound', 'Other OR therapeutic procedures on skin and breast']","['Clindamycin', 'Miconazole Topical Product', 'Betamethasone-Clotrimazole Topical', 'Silver Nitrate Topical Each', 'Magnesium Sulfate', 'Quinidine', 'Clavulanate (Augmentin)', 'Salsalate', 'Sodium Hypochlorite Topical', 'Isosorbide Dinitrate', 'Linezolid (Zyvox)', 'Dicloxacillin']" +78,Crushing injury,"['Hand or finger pain', 'Foot or toe pain', 'Loss of sensation', 'Hand or finger swelling', 'Hand or finger stiffness or tightness', 'Ankle swelling', 'Knee swelling', 'Neck swelling', 'Lymphedema']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Application of splint (Splinting)', 'Wound care management', 'Suturing of wound', 'Prothrombin time assay (Prothrombin time)', 'Incision and drainage (I d)']","['Cephalexin', 'Cefazolin', 'Tetanus Toxoid Vaccine (Adacel)', 'Bupivacaine', 'Chromium Picolinate', 'Lidocaine Topical Product', 'Trolamine Salicylate Topical', 'Vecuronium', 'Dimenhydrinate (Dramamine)', 'Diphtheria Toxoid Vaccine (Prohibit)']" +79,Normal pressure hydrocephalus,"['Problems with movement', 'Headache', 'Disturbance of memory', 'Depressive or psychotic symptoms', 'Dizziness', 'Palpitations', 'Difficulty speaking', 'Involuntary urination', 'Fatigue', 'Hip lump or mass', 'Blood in urine', 'Drainage in throat']","['Radiographic imaging procedure', 'Magnetic resonance imaging (Mri)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Physical therapy exercises (Exercises)', 'Other OR therapeutic nervous system procedures', 'Psychotherapy', 'Insertion; replacement; or removal of extracranial ventricular shunt']","['Guanfacine (Intuniv)', 'Donepezil (Aricept)', 'Methylphenidate', 'Pyrilamine (Tritan)', 'Colestipol', 'Galantamine', 'Indapamide', 'Trimethobenzamide (Tigan)', 'Captopril', 'Desloratadine (Clarinex)', 'Pramipexole (Mirapex)']" +80,Alopecia,"['Too little hair', 'Irregular appearing scalp', 'Skin rash', 'Skin swelling', 'Abnormal appearing skin', 'Dry or flaky scalp', 'Acne or pimples', 'Skin dryness, peeling, scaliness, or roughness', 'Itchy scalp', 'Itching of skin', 'Feeling ill', 'Skin growth']","['Complete physical skin exam performed (ML)', 'Lipid panel', 'Other therapeutic procedures', 'Biopsy', 'Excision (Removal)', 'Other diagnostic procedures on skin and subcutaneous tissue', 'Excision of skin lesion']","['Minoxidil Topical', 'Finasteride (Propecia)', 'Triamcinolone Topical Product', 'Clobetasol Topical', 'Fluocinonide Topical', 'Minoxidil (Rogaine)', 'Betamethasone Topical Product', 'Salicylic Acid Topical', 'Ketoconazole', 'Hydroxychloroquine (Plaquenil)', 'Anthralin Topical', 'Biotin']" +81,Hashimoto thyroiditis,"['Weight gain', 'Constipation', 'Heavy menstrual flow', 'Premenstrual tension or irritability', 'Warts', 'Difficulty in swallowing', 'Too little hair', 'Palpitations', 'Heartburn', 'Suprapubic pain', 'Abnormal involuntary movements', 'Feeling hot']","['Hematologic tests (Blood test)', 'Complete physical skin exam performed (ML)', 'Lipid panel', 'Biopsy', 'Ultrasonography (Ultrasound)', 'Hemoglobin A1c measurement (Hemoglobin a1c test)', 'Examination of foot']","['Thyroxine (Synthroid)', 'Lithium (Li)', 'Sumatriptan (Imitrex)', 'Cannabis (Schedule I Substance)', 'Propylthiouracil', 'Triiodothyronine (Cytomel)', 'Garlic Preparation (Kwai)', 'Methimazole', 'Guanfacine (Intuniv)']" +82,Flat feet,"['Foot or toe pain', 'Knee pain', 'Ankle pain', 'Problems with movement', 'Cramps and spasms', 'Feet turned in', 'Symptoms of eye', 'Foot or toe stiffness or tightness', 'Skin swelling', 'Weight gain', 'Skin growth', 'Retention of urine']","['Examination of foot', 'Plain x-ray (X ray)', 'Complete physical skin exam performed (ML)', 'Physical therapy exercises (Exercises)', 'Rectal examination', 'Other non-OR therapeutic procedures on musculoskeletal system', 'Prophylactic vaccinations and inoculations']","['Influenza Virus Vaccine, H1N1, Inactivated', 'Garlic Preparation (Kwai)', 'Amantadine', 'Guanfacine (Intuniv)', 'Selenium Sulfide Topical', 'Varenicline (Chantix)', 'Nicotine', 'Tizanidine', 'Ropinirole', 'Eszopiclone (Lunesta)', 'Orphenadrine (Flexon)']" +83,Nonalcoholic liver disease (NASH),"['Sharp abdominal pain', 'Upper abdominal pain', 'Nausea', 'Dizziness', 'Diarrhea', 'Weight gain', 'Mouth ulcer', 'Chills', 'Paresthesia', 'Joint pain', 'Nosebleed', 'Regurgitation']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Glucose measurement (Glucose level)', 'Lipid panel', 'Electrolytes panel', 'X-ray computed tomography (Scan ct)', 'Intravenous fluid replacement']","['Vitamin E (Vita-E)', 'Valganciclovir (Valcyte)', 'Dapsone', 'Mycophenolate Mofetil (Cellcept)', 'Lactulose', 'Cyclosporine', 'Nadolol', 'Mesalamine (Asacol)', 'Epoetin Alfa (Procrit)', 'Dutasteride (Avodart)', 'Rabeprazole (Aciphex)', 'Glucosamine']" +84,Hemarthrosis,"['Knee pain', 'Knee swelling', 'Frequent urination', 'Shoulder pain', 'Ankle swelling', 'Knee lump or mass', 'Abnormal appearing skin', 'Ache all over', 'Knee stiffness or tightness', 'Problems with movement', 'Elbow cramps or spasms', 'Elbow weakness']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Other therapeutic procedures', 'Physical therapy exercises (Exercises)', 'Application of splint (Splinting)', 'Prothrombin time assay (Prothrombin time)', 'Arthrocentesis']","['Warfarin', 'Olmesartan (Benicar)', 'Vitamin B 12', 'Factor Ix Complex (Obsolete)', 'Cortisone', 'Nifedipine', 'Digoxin', 'Mecamylamine', 'Grepafloxacin (Raxar)', 'Malathion Topical']" +85,Pelvic organ prolapse,"['Involuntary urination', 'Frequent urination', 'Symptoms of bladder', 'Retention of urine', 'Suprapubic pain', 'Vaginal pain', 'Pelvic pain', 'Blood in urine', 'Pelvic pressure', 'Vaginal discharge', 'Excessive urination at night', 'Intermenstrual bleeding']","['Pelvis exam', 'Urinalysis', 'Examination of breast', 'Rectal examination', 'Mammography (Mammogram)', 'Other non-OR therapeutic procedures; female organs', 'Ultrasonography (Ultrasound)']","['Estradiol', 'Estrogens, Conjugated (Usp) (Premarin)', 'Tolterodine (Detrol)', 'Solifenacin (Vesicare)', 'Darifenacin (Enablex)', 'Terconazole Topical', 'Selegiline', 'Bethanechol', 'Imipramine', 'Tinidazole', 'Eprosartan (Teveten)']" +86,Fracture of the arm,"['Arm pain', 'Wrist pain', 'Elbow pain', 'Shoulder pain', 'Wrist swelling', 'Arm swelling', 'Elbow swelling', 'Arm stiffness or tightness', 'Wrist stiffness or tightness', 'Shoulder stiffness or tightness', 'Elbow stiffness or tightness']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Application of splint (Splinting)', 'Orthopedic casting', 'Physical therapy exercises (Exercises)', 'Traction; splints; and other wound care', 'CAT scan of head (Head ct)']","['Ketamine', 'Flumazenil', 'Carboprost (Hemabate)', 'Methohexital (Brevital)', 'Digitoxin', 'Etomidate', 'Disopyramide', 'Turmeric Extract', 'Fluorides (F-)', 'Cephalothin', 'Fenoprofen (Progesic)']" +87,Coagulation (bleeding) disorder,"['Leg pain', 'Leg swelling', 'Nosebleed', 'Blood in urine', 'Eye redness', 'Melena', 'Lymphedema', 'Hemoptysis', 'Leg cramps or spasms', 'Early or late onset of menopause', 'Knee swelling', 'Vaginal pain']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Glucose measurement (Glucose level)', 'Electrolytes panel', 'Prothrombin time assay (Prothrombin time)', 'Kidney function tests (Kidney function test)', 'Intravenous fluid replacement']","['Warfarin', 'Enoxaparin (Lovenox)', 'Heparin', 'Pyridoxine', 'Hydroxychloroquine (Plaquenil)', 'Acarbose', 'Vitamin K 1 (Mephyton)', 'Torsemide', 'Chlorotrianisene (Tace)', 'Protamines (Protamine)', 'Factor Viii', 'Menthol Topical']" +88,Intracranial hemorrhage,"['Headache', 'Depressive or psychotic symptoms', 'Disturbance of memory', 'Problems with movement', 'Dizziness', 'Seizures', 'Weakness', 'Vomiting', 'Joint pain', 'Abnormal involuntary movements', 'Diminished vision', 'Difficulty speaking']","['Radiographic imaging procedure', 'X-ray computed tomography (Scan ct)', 'Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'CAT scan of head (Head ct)', 'Intravenous fluid replacement', 'Kidney function tests (Kidney function test)']","['Phenytoin (Dilantin)', 'Tetanus Toxoid Vaccine (Adacel)', 'Amantadine', 'Labetalol', 'Mannitol', 'Donepezil (Aricept)', 'Nicardipine', 'Plasma Protein Fraction (Plasmanate)', 'Fosphenytoin', 'Desmopressin', 'Nimodipine', 'Hypromellose (Genteal)']" +89,Hyperkalemia,"['Shortness of breath', 'Weakness', 'Nausea', 'Vomiting', 'Dizziness', 'Sharp chest pain', 'Depressive or psychotic symptoms', 'Sharp abdominal pain', 'Feeling ill', 'Decreased heart rate', 'Decreased appetite', 'Difficulty in swallowing']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Electrocardiogram', 'Electrolytes panel', 'Kidney function tests (Kidney function test)', 'Radiographic imaging procedure', 'Intravenous fluid replacement']","['Sodium Polystyrene Sulfonate (Kayexalate)', 'Insulin', 'Sodium Bicarbonate', 'Atropine (Uaa)', 'Epoetin Alfa (Procrit)', 'Magnesium Sulfate', 'Dopamine', 'Calcium Acetate', 'Isosorbide Mononitrate (Ismo)', 'Calcitriol', 'Hyoscyamine (A-Spas)']" +90,Cornea infection,"['Pain in eye', 'Eye redness', 'Diminished vision', 'Symptoms of eye', 'Foreign body sensation in eye', 'Lacrimation', 'Eye burns or stings', 'Itchiness of eye', 'Spots or clouds in vision', 'Swollen eye', 'Lip swelling', 'Itchy eyelid']","['Ophthalmic examination and evaluation (Eye exam)', 'Other therapeutic procedures on eyelids; conjunctiva; cornea', 'Ophthalmologic and otologic diagnosis and treatment', 'Corneal transplant']","['Moxifloxacin (Avelox)', 'Dexamethasone-Tobramycin Ophthalmic', 'Erythromycin', 'Proparacaine Ophthalmic', 'Prednisolone Ophthalmic', 'Loteprednol-Tobramycin Ophthalmic', 'Cyclopentolate Ophthalmic', 'Cyclosporine Ophthalmic', 'Fluorometholone Ophthalmic', 'Tetracaine (One Touch)', 'Tobramycin (Tobi)', 'Ofloxacin Ophthalmic']" +91,Abscess of the lung,"['Cough', 'Sharp chest pain', 'Shortness of breath', 'Hemoptysis', 'Depressive or psychotic symptoms', 'Back pain', 'Drainage in throat', 'Vomiting', 'Headache', 'Itchy eyelid', 'Wrist weakness', 'Excessive growth']","['Radiographic imaging procedure', 'X-ray computed tomography (Scan ct)', 'Intravenous fluid replacement', 'Plain x-ray (X ray)', 'Physical therapy exercises (Exercises)', 'Cardiac monitoring (Cardiac monitor)', 'Other OR therapeutic nervous system procedures']","['Insulin', 'Metformin', 'Meropenem', 'Collagenase Topical', 'Vancomycin', 'Budesonide', 'Levetiracetam (Keppra)', 'Insulin, Aspart, Human (Novolog)', 'Combivent', 'Dexamethasone Topical Product', 'Docusate (Colace)']" +92,Dengue fever,"['Sore throat', 'Fever', 'Shoulder cramps or spasms', 'Ankle pain', 'Wrist pain', 'Pain during pregnancy', 'Joint stiffness or tightness', 'Excessive anger', 'Pain or soreness of breast', 'Knee lump or mass', 'Facial pain', 'Pain in eye']","['Hematologic tests (Blood test)', 'Corneal transplant', 'Transurethral resection of prostate (TURP) (Turp)', 'Coronary thrombolysis', 'Control of epistaxis', 'CT scan abdomen (Ct of abdomen)', 'Procedures on spleen (Spleen operation)']","['Permethrin Topical', 'Hydroxyzine', 'Ranitidine', 'Acetaminophen', 'Air', 'Mecamylamine', 'Troleandomycin', 'Indium Oxyquinoline In-111 (Indium In-111 Oxyquinoline)', 'Pipecuronium (Arduan)', 'Grepafloxacin (Raxar)', 'Rabbit Anti-Human T-Lymphocyte Globulin (Thymoglobulin)']" +93,Chronic sinusitis,"['Cough', 'Nasal congestion', 'Headache', 'Sore throat', 'Fever', 'Frontal headache', 'Coryza', 'Ear pain', 'Painful sinuses', 'Sinus congestion', 'Facial pain', 'Congestion in chest']","['X-ray computed tomography (Scan ct)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Diagnostic procedures on nose; mouth and pharynx', 'Influenzavirus antibody assay', 'Other diagnostic procedures on skin and subcutaneous tissue', 'Other OR therapeutic procedures on nose; mouth and pharynx', 'Ophthalmologic and otologic diagnosis and treatment']","['Augmentin', 'Mometasone Nasal Product', 'Guaifenesin (Mucinex)', 'Clarithromycin', 'Cefdinir', 'Pseudoephedrine (Pcm-La)', 'Cefuroxime', 'Azelastine Nasal', 'Triamcinolone Nasal Product', 'Oxymetazoline Nasal']" +94,Cholesteatoma,"['Ear pain', 'Diminished hearing', 'Fluid in ear', 'Redness in ear', 'Nasal congestion', 'Mass on ear', 'Plugged feeling in ear', 'Bleeding from ear', 'Skin growth', 'Pus draining from ear', 'Allergic reaction', 'Muscle swelling']","['Ophthalmologic and otologic diagnosis and treatment', 'Excision (Removal)', 'Other diagnostic procedures (interview; evaluation; consultation)', 'Wound care management', 'Lipid panel', 'Other therapeutic ear procedures', 'Prostate specific antigen measurement (Prostate specific antigen test)']","['Ofloxacin', 'Triamcinolone Nasal Product', 'Boric Acid Topical', 'Neomycin (Septa)', 'Theophylline', 'Dexamethasone-Tobramycin Ophthalmic', 'Desloratadine (Clarinex)', 'Olopatadine Ophthalmic']" +95,Volvulus,"['Sharp abdominal pain', 'Vomiting', 'Constipation', 'Burning abdominal pain', 'Peripheral edema', 'Back pain', 'Nausea', 'Depressive or psychotic symptoms', 'Diarrhea', 'Elbow cramps or spasms', 'Elbow weakness', 'Excessive growth']","['Complete blood count (Cbc)', 'Hematologic tests (Blood test)', 'Radiographic imaging procedure', 'Kidney function tests (Kidney function test)', 'Electrolytes panel', 'Glucose measurement (Glucose level)', 'Plain x-ray (X ray)']","['Morphine (Rms)', 'Metronidazole', 'Midodrine', 'Repaglinide (Prandin)', 'Trimethobenzamide (Tigan)', 'Iohexol (Omnipaque)', 'Naloxone (Suboxone)', 'Lactulose', 'Zosyn', 'Amiodarone', 'Allopurinol', 'Midazolam (Versed)']" +96,Injury to the finger,"['Hand or finger pain', 'Hand or finger swelling', 'Hand or finger stiffness or tightness', 'Hand or finger weakness', 'Swelling of scrotum', 'Hand or finger lump or mass']","['Radiographic imaging procedure', 'Plain x-ray (X ray)', 'Application of splint (Splinting)', 'Wound care management', 'Suturing of wound', 'Physical therapy exercises (Exercises)', 'Culture wound']","['Cephalexin', 'Cefazolin', 'Tetanus Toxoid Vaccine (Adacel)', 'Bupivacaine', 'Cefadroxil', 'Hydrogen Peroxide Topical', 'Phenylpropanolamine (E.N.T.)', 'Tranylcypromine (Parnate)', 'Lidocaine Topical Product', 'Albumin Human, Usp (Albutein)']" +97,Poisoning due to analgesics,"['Depressive or psychotic symptoms', 'Depression', 'Vomiting', 'Abusing alcohol', 'Problems during pregnancy', 'Low self-esteem', 'Skin swelling', 'Heartburn', 'Hostile behavior', 'Throat irritation', 'Excessive anger', 'Blood in stool']","['Hematologic tests (Blood test)', 'Complete blood count (Cbc)', 'Kidney function tests (Kidney function test)', 'Urinalysis', 'Intravenous fluid replacement', 'Electrolytes panel', 'Glucose measurement (Glucose level)']","['Charcoal', 'Acetylcysteine', 'Naloxone (Suboxone)', 'Haloperidol', 'Dolasetron (Anzemet)', 'Sodium Citrate', 'Flumazenil', 'Vecuronium', 'Chlorpromazine (Thorazine)', 'Calcium Acetate']" +98,Atrial fibrillation,"['Shortness of breath', 'Sharp chest pain', 'Palpitations', 'Dizziness', 'Irregular heartbeat', 'Fatigue', 'Increased heart rate', 'Decreased heart rate']","['Hematologic tests (Blood test)', 'Electrocardiogram', 'Complete blood count (Cbc)', 'Glucose measurement (Glucose level)', 'Electrolytes panel', 'Intravenous fluid replacement', 'Cardiac enzymes measurement (Cardiac enzymes test)']","['Warfarin', 'Furosemide', 'Digoxin', 'Diltiazem', 'Carvedilol', 'Amiodarone', 'Sotalol', 'Potassium Chloride', 'Propafenone', 'Flecainide', 'Bumetanide', 'Torsemide']" +99,Pinworm infection,"['Itching of the anus', 'Sharp abdominal pain', 'Pain of the anus', 'Skin rash', 'Constipation', 'Itching of skin', 'Painful urination', 'Neck mass', 'Retention of urine', 'Ankle pain', 'Burning abdominal pain', 'Coryza']","['Rectal examination', 'Other diagnostic procedures on skin and subcutaneous tissue', 'Ophthalmologic and otologic diagnosis and treatment', 'Corneal transplant', 'Procedures on spleen (Spleen operation)', 'Removal of ectopic pregnancy', 'Tracheostomy; temporary and permanent']","['Mebendazole', 'Pyrantel (Evict)', 'Magaldrate', 'Lactulose', 'Clotrimazole Topical', 'Mecamylamine', 'Grepafloxacin (Raxar)', 'Malathion Topical', 'Gemtuzumab (Mylotarg)', 'Gadoteridol (Prohance)']"