Medical Dataset
Collection
20 items • Updated • 5
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Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | REASON FOR CONSULT:, Evaluation of alcohol withdrawal and dependance as well as evaluation of anxiety.,HISTORY OF PRESENT ILLNESS: , This is a 50-year-old male who was transferred from Sugar Land ER to ABCD Hospital for admission to the MICU for acute alcohol withdrawal. The patient had been on a drinking binge for t... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | REASON FOR CONSULTATION:, Hematuria and urinary retention.,BRIEF HISTORY: , The patient is an 82-year-old, who was admitted with the history of diabetes, hypertension, hyperlipidemia, coronary artery disease, presented with urinary retention and pneumonia. The patient had hematuria, and unable to void. The patient h... | Urology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS:, Metopic synostosis with trigonocephaly.,POSTOPERATIVE DIAGNOSIS:, Metopic synostosis with trigonocephaly.,PROCEDURES: ,1. Bilateral orbital frontal zygomatic craniotomy (skull base approach).,2. Bilateral orbital advancement with (C-shaped osteotomies down to the inferior orbital rim) with... | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | GENERAL: , Alert, well developed, in no acute distress.,MENTAL STATUS: , Judgment and insight appropriate for age. Oriented to time, place and person. No recent loss of memory. Affect appropriate for age.,EYES: ,Pupils are equal and reactive to light. No hemorrhages or exudates. Extraocular muscles intact.,EAR, N... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | REASON FOR REFERRAL: , Ms. A is a 60-year-old African-American female with 12 years of education who was referred for neuropsychological evaluation by Dr. X after she demonstrated mild cognitive deficits on a neuropsychological screening evaluation during a followup appointment with him for stroke in July. A comprehen... | Psychiatry / Psychology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS:, Bilateral axillary masses, rule out recurrent Hodgkin's disease.,POSTOPERATIVE DIAGNOSIS: ,Bilateral axillary masses, rule out recurrent Hodgkin's disease.,PROCEDURE PERFORMED:,1. Left axillary dissection with incision and drainage of left axillary mass.,2. Right axillary mass excision and ... | Endocrinology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | TITLE OF OPERATION: , Right suboccipital craniectomy for resection of tumor using the microscope modifier 22 and cranioplasty.,INDICATION FOR SURGERY: , The patient with a large 3.5 cm acoustic neuroma. The patient is having surgery for resection. There was significant cerebellar peduncle compression. The tumor was ... | Neurology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS: , Low back pain.,POSTOPERATIVE DIAGNOSIS: , Low back pain.,PROCEDURE PERFORMED:,1. Lumbar discogram L2-3.,2. Lumbar discogram L3-4.,3. Lumbar discogram L4-5.,4. Lumbar discogram L5-S1.,ANESTHESIA: ,IV sedation.,PROCEDURE IN DETAIL: ,The patient was brought to the Radiology Suite and placed... | Radiology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | INDICATION FOR CONSULTATION: , Increasing oxygen requirement.,HISTORY: , Baby boy, XYZ, is a 29-3/7-week gestation infant. His mother had premature rupture of membranes on 12/20/08. She then presented to the Labor and Delivery with symptoms of flu. The baby was then induced and delivered. The mother had a history o... | Pediatrics - Neonatal |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | EXAM: , Chest PA & Lateral.,REASON FOR EXAM: , Shortness of breath, evaluate for pneumothorax versus left-sided effusion.,INTERPRETATION: ,There has been interval development of a moderate left-sided pneumothorax with near complete collapse of the left upper lobe. The lower lobe appears aerated. There is stable, dif... | Radiology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS:, Open left angle comminuted angle of mandible, 802.35, and open symphysis of mandible, 802.36.,POSTOPERATIVE DIAGNOSIS:, Open left angle comminuted angle of mandible, 802.35, and open symphysis of mandible, 802.36.,PROCEDURE:, Open reduction, internal fixation (ORIF) of bilateral mandible fra... | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | CHIEF COMPLAINT:, Dental pain.,HISTORY OF PRESENT ILLNESS:, This is a 27-year-old female who presents with a couple of days history of some dental pain. She has had increasing swelling and pain to the left lower mandible area today. Presents now for evaluation.,PAST MEDICAL HISTORY: , Remarkable for chronic back pa... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS: ,Open angle glaucoma OX,POSTOPERATIVE DIAGNOSIS:, Open angle glaucoma OX,PROCEDURE:, Ahmed valve model S2 implant with pericardial reinforcement XXX eye,INDICATIONS: ,This is a XX-year-old (wo)man with glaucoma in the OX eye, uncontrolled by maximum tolerated medical therapy.,PROCEDURE: ,The ris... | Ophthalmology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | DATE OF EXAMINATION: , Start: 12/29/2008 at 1859 hours. End: 12/30/2008 at 0728 hours.,TOTAL RECORDING TIME:, 12 hours, 29 minutes.,PATIENT HISTORY:, This is a 46-year-old female with a history of events concerning for seizures. The patient has a history of epilepsy and has also had non-epileptic events in the pa... | Neurology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | HISTORY OF PRESENT ILLNESS: ,This is a 53-year-old man, who presented to emergency room with multiple complaints including pain from his hernia, some question of blood in his stool, nausea, and vomiting, and also left lower extremity pain. At the time of my exam, he states that his left lower extremity pain has impro... | Emergency Room Reports |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | SUBJECTIVE: , She is a 79-year-old female who came in with acute cholecystitis and underwent attempted laparoscopic cholecystectomy 8 days ago. The patient has required conversion to an open procedure due to difficult anatomy. Her postoperative course has been lengthened due to a prolonged ileus, which resolved with ... | SOAP / Chart / Progress Notes |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | EXAM: , CT scan of the abdomen and pelvis with contrast.,REASON FOR EXAM: , Abdominal pain.,COMPARISON EXAM: , None.,TECHNIQUE: , Multiple axial images of the abdomen and pelvis were obtained. 5-mm slices were acquired after injection of 125 cc of Omnipaque IV. In addition, oral ReadiCAT was given. Reformatted sagit... | Nephrology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | CHIEF COMPLAINT:, A 74-year-old female patient admitted here with altered mental status.,HISTORY OF PRESENT ILLNESS:, The patient started the last 3-4 days to do poorly. She was more confused, had garbled speech, significantly worse from her baseline. She has also had decreased level of consciousness since yesterda... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | INDICATION: ,Chest pain.,INTERPRETATION: , Resting heart rate of 71, blood pressure 100/60. EKG normal sinus rhythm. The patient exercised on Bruce for 8 minutes on stage III. Peak heart rate was 151, which is 87% of the target heart rate, blood pressure of 132/54. Total METs was 10.1. EKG revealed nonspecific ST... | Cardiovascular / Pulmonary |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | None | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | SUBJECTIVE:, The patient is in with several medical problems. He complains his mouth being sore since last week and also some "trouble with my eyes." He states that they feel "funny" but he is seeing okay. He denies any more diarrhea or abdominal pain. Bowels are working okay. He denies nausea or diarrhea. Eatin... | General Medicine |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS:, Invasive carcinoma of left breast.,POSTOPERATIVE DIAGNOSIS:, Invasive carcinoma of left breast.,OPERATION PERFORMED:, Left modified radical mastectomy.,ANESTHESIA: , General endotracheal.,INDICATION FOR THE PROCEDURE: ,The patient is a 52-year-old female who recently underwent a left breast... | Obstetrics / Gynecology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PROCEDURES PERFORMED:, Colonoscopy.,INDICATIONS:, Renewed symptoms likely consistent with active flare of Inflammatory Bowel Disease, not responsive to conventional therapy including sulfasalazine, cortisone, local therapy.,PROCEDURE: , Informed consent was obtained prior to the procedure with special attention to be... | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | INDICATION FOR CONSULTATION: , Increasing oxygen requirement.,HISTORY: , Baby boy, XYZ, is a 29-3/7-week gestation infant. His mother had premature rupture of membranes on 12/20/08. She then presented to the Labor and Delivery with symptoms of flu. The baby was then induced and delivered. The mother had a history o... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS:, Bunion, right foot.,POSTOPERATIVE DIAGNOSIS:, Bunion, right foot.,PROCEDURE PERFORMED:, Austin/akin bunionectomy, right foot.,HISTORY: , This 77-year-old African-American female presents to ABCD General Hospital with the above chief complaint. The patient states she has had a bunion deformi... | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | CT HEAD WITHOUT CONTRAST, CT FACIAL BONES WITHOUT CONTRAST, AND CT CERVICAL SPINE WITHOUT CONTRAST,REASON FOR EXAM: , Motor vehicle collision.,CT HEAD,TECHNIQUE: , Noncontrast axial CT images of the head were obtained without contrast.,FINDINGS: , There is no acute intracranial hemorrhage, mass effect, midline shift, o... | Orthopedic |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | HISTORY: , The patient is to come to the hospital for bilateral L5 kyphoplasty. The patient is an 86-year-old female with an L5 compression fracture.,The patient has a history of back and buttock pain for some time. She was found to have an L5 compression fracture. She was treated conservatively over several months,... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS: ,Left hemothorax, rule out empyema.,POSTOPERATIVE DIAGNOSIS: , Left hemothorax rule out empyema.,PROCEDURE: , Insertion of a 12-French pigtail catheter in the left pleural space.,PROCEDURE DETAIL: ,After obtaining informed consent, the patient was taken to the minor OR in the Same Day Surgery ... | Cardiovascular / Pulmonary |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PAST MEDICAL HISTORY:, Significant for hypertension. The patient takes hydrochlorothiazide for this. She also suffers from high cholesterol and takes Crestor. She also has dry eyes and uses Restasis for this. She denies liver disease, kidney disease, cirrhosis, hepatitis, diabetes mellitus, thyroid disease, bleedi... | Bariatrics |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS: , Acute appendicitis.,POSTOPERATIVE DIAGNOSIS: , Acute appendicitis.,OPERATIVE PROCEDURE:, Laparoscopic appendectomy.,INTRAOPERATIVE FINDINGS: , Include inflamed, non-perforated appendix.,OPERATIVE NOTE: ,The patient was seen by me in the preoperative holding area. The risks of the procedure ... | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | None | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | SUBJECTIVE:, The patient is a 68-year-old white female who presents for complete physical, Pap and breast exam. Her last Pap smear was 05/02/2002. Her only complaint is that she has had some occasional episodes of some midchest pain that seems to go to her back, usually occurs at rest. Has awakened her at night on ... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSES:,1. Recurrent bladder tumor.,2. History of bladder carcinoma.,POSTOPERATIVE DIAGNOSIS:, | Nephrology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | HISTORY OF PRESENT ILLNESS:, The patient is an 88-year-old white female, household ambulator with a walker, who presents to the emergency department this morning after incidental fall at home. The patient states that she was on the ladder on Saturday and she stepped down after the ladder. Felt some pain in her left ... | General Medicine |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | HISTORY OF PRESENT ILLNESS: , The patient is a 45-year-old male complaining of abdominal pain. The patient also has a long-standing history of diabetes which is treated with Micronase daily.,PAST MEDICAL HISTORY: , There is no significant past medical history noted today.,PHYSICAL EXAMINATION:,HEENT: Patient denies e... | Endocrinology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | SUBJECTIVE:, The patient is a 79-year-old African-American female with a self reported height of 5 foot 3 inches and weight of 197 pounds. She was diagnosed with type 2 diabetes in 1983. She is not allergic to any medicines.,DIABETES MEDICATIONS:, Her diabetes medications include Humulin insulin 70/30, 44 units at ... | Diets and Nutritions |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS: , Severe degenerative joint disease of the right shoulder.,POSTOPERATIVE DIAGNOSIS:, Severe degenerative joint disease of the right shoulder.,PROCEDURE: , Right shoulder hemi-resurfacing using a size 5 Biomet Copeland humeral head component, noncemented.,ANESTHESIA: , General endotracheal.,ESTI... | Orthopedic |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSES:,1. Oxygen dependency.,2. Chronic obstructive pulmonary disease.,POSTOPERATIVE DIAGNOSES:,1. Oxygen dependency.,2. Chronic obstructive pulmonary disease.,PROCEDURES PERFORMED:,1. Tracheostomy with skin flaps.,2. SCOOP procedure FastTract.,ANESTHESIA: , Total IV anesthesia.,ESTIMATED BLOOD L... | Surgery |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | Chief Complaint:, Chronic abdominal pain.,History of Present Illness:, 23-year-old Hispanic male who presented for evaluation of chronic abdominal pain. Patient described the pain as dull, achy, constant and located at the epigastric area with some radiation to the back. There are also occasional episodes of stabbing e... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | DATE OF ADMISSION: , MM/DD/YYYY.,DATE OF DISCHARGE: , MM/DD/YYYY.,ADMITTING DIAGNOSIS:, Peritoneal carcinomatosis from appendiceal primary.,DISCHARGE DIAGNOSIS: , Peritoneal carcinomatosis from appendiceal primary.,SECONDARY DIAGNOSIS: , Diarrhea.,ATTENDING PHYSICIAN: , AB CD, M.D.,SERVICE: , General surgery C, Surger... | Discharge Summary |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | HISTORY: ,This 61-year-old retailer who presents with acute shortness of breath, hypertension, found to be in acute pulmonary edema. No confirmed prior history of heart attack, myocardial infarction, heart failure. History dates back to about six months of intermittent shortness of breath, intermittent very slight e... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PAST MEDICAL HISTORY: Include:,1. Type II diabetes mellitus.,2. Hypertension.,3. Hyperlipidemia.,4. Gastroesophageal reflux disease.,5. Renal insufficiency.,6. Degenerative joint disease, status post bilateral hip and bilateral knee replacements.,7. Enterocutaneous fistula.,8. Respiratory failure.,9. History ... | Consult - History and Phy. |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PROCEDURE:, Lumbar epidural steroid injection without fluoroscopy.,ANESTHESIA:, Local sedation.,VITAL SIGNS:, See nurse's records.,COMPLICATIONS:, None.,DETAILS OF PROCEDURE:, INT was placed. The patient was in the sitting position and the back was prepped with Betadine. Lidocaine 1.5% was used for skin wheal ma... | Pain Management |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | DIAGNOSES ON ADMISSION,1. Cerebrovascular accident (CVA) with right arm weakness.,2. Bronchitis.,3. Atherosclerotic cardiovascular disease.,4. Hyperlipidemia.,5. Thrombocytopenia.,DIAGNOSES ON DISCHARGE,1. Cerebrovascular accident with right arm weakness and MRI indicating acute/subacute infarct involving the lef... | Cardiovascular / Pulmonary |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | ASH SPLIT VENOUS PORT,PROCEDURE DETAILS: ,The patient was taken to the operating room and placed in supine position and monitored anesthesia care provided by the anesthetist. The right anterior chest and supraclavicular fossa area, neck, and left side of chest were prepped with Betadine and draped in a sterile fashio... | Cardiovascular / Pulmonary |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | TECHNIQUE: , Sequential axial CT images were obtained from the base of the brain to the upper abdomen following the uneventful administration of 100cc Optiray 350 intravenous contrast.,FINDINGS: , The heart size is normal and there is no pericardial effusion. The aorta and great vessels are normal in caliber. The cen... | Radiology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | HISTORY OF PRESENT ILLNESS: , Patient is a 14-year-old white female who presents with her mother complaining of a four-day history of cold symptoms consisting of nasal congestion and left ear pain. She has had a dry cough and a fever as high as 100, but this has not been since the first day. She denies any vomiting o... | ENT - Otolaryngology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | CARDIAC CT INCLUDING CORONARY CT ANGIOGRAPHY,PROCEDURE: , Breath hold cardiac CT was performed using a 64-channel CT scanner with a 0.5-second rotation time. Contrast injection was timed using a 10 mL bolus of Ultravist 370 IV. Then the patient received 75 mL of Ultravist 370 at a rate of 5 mL/sec.,Retrospective ECG ... | Radiology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | ADMISSION DIAGNOSIS:, End-stage renal disease (ESRD).,DISCHARGE DIAGNOSIS: , End-stage renal disease (ESRD).,PROCEDURE:, Cadaveric renal transplant.,HISTORY OF PRESENT ILLNESS: , This is a 46-year-old gentleman with end-stage renal disease (ESRD) secondary to diabetes and hypertension, who had been on hemodialysis si... | Nephrology |
Given a medical transcription, predict a single label representing the most appropriate medical specialty from the list:
'Surgery', 'Allergy / Immunology', 'Sleep Medicine', 'Pediatrics - Neonatal', 'SOAP / Chart / Progress Notes', 'Bariatrics', 'Pain Management', 'Lab Medicine - Pathology', 'Dermatology', 'Orthopedic'... | PREOPERATIVE DIAGNOSIS: ,Status post spontaneous hemorrhage from medial temporal arteriovenous malformation with arteriographic evidence of associated aneurysm.,POSTOPERATIVE DIAGNOSIS: , Status post spontaneous hemorrhage from medial temporal arteriovenous malformation with arteriographic evidence of associated aneur... | Neurosurgery |
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