metadata
dataset_info:
features:
- name: subject_id
dtype: int64
- name: _id
dtype: int64
- name: note_id
dtype: string
- name: note_type
dtype: string
- name: note_subtype
dtype: string
- name: text
dtype: string
- name: diagnosis_codes
sequence: string
- name: diagnosis_code_type
dtype: string
- name: diagnosis_code_spans
sequence:
sequence:
sequence: int64
- name: procedure_codes
sequence: string
- name: procedure_code_type
dtype: string
- name: procedure_code_spans
sequence:
sequence:
sequence: int64
- name: 'Discharge Disposition:'
dtype: string
- name: 'Brief Hospital Course:'
dtype: string
- name: 'Discharge Diagnosis:'
dtype: string
- name: 'Major Surgical or Invasive Procedure:'
dtype: string
- name: 'Discharge Condition:'
dtype: string
- name: 'Past Medical History:'
dtype: string
- name: 'History of Present Illness:'
dtype: string
- name: 'Social History:'
dtype: string
- name: 'Physical Exam:'
dtype: string
- name: 'Pertinent Results:'
dtype: string
- name: 'Discharge Instructions:'
dtype: string
- name: 'Medications on Admission:'
dtype: string
- name: 'Followup Instructions:'
dtype: string
- name: 'Family History:'
dtype: string
- name: 'Discharge Medications:'
dtype: string
- name: 'DISCHARGE DIAGNOSES:'
dtype: string
- name: 'PAST MEDICAL HISTORY:'
dtype: string
- name: 'DISCHARGE MEDICATIONS:'
dtype: string
- name: '[**Hospital 93**] MEDICAL CONDITION:'
dtype: string
- name: 'DISCHARGE DIAGNOSIS:'
dtype: string
- name: 'MEDICATIONS ON DISCHARGE:'
dtype: string
- name: 'MEDICATIONS ON ADMISSION:'
dtype: string
- name: 'Cranial Nerves:'
dtype: string
- name: 'HOSPITAL COURSE:'
dtype: string
- name: 'FINAL DIAGNOSIS:'
dtype: string
- name: 'CARE RECOMMENDATIONS:'
dtype: string
- name: 'DISCHARGE INSTRUCTIONS:'
dtype: string
- name: 'PAST SURGICAL HISTORY:'
dtype: string
- name: 'DISCHARGE LABS:'
dtype: string
- name: 'Discharge Labs:'
dtype: string
- name: 'What to report to office:'
dtype: string
- name: 'Secondary Diagnosis:'
dtype: string
- name: 'ADMISSION MEDICATIONS:'
dtype: string
- name: 'DISCHARGE INSTRUCTIONS/FOLLOWUP:'
dtype: string
- name: 'Review of systems:'
dtype: string
- name: 'CARE AND RECOMMENDATIONS:'
dtype: string
- name: 'On Discharge:'
dtype: string
- name: 'Neurologic examination:'
dtype: string
- name: 'Discharge labs:'
dtype: string
- name: 'Secondary Diagnoses:'
dtype: string
- name: 'On discharge:'
dtype: string
- name: '[**Last Name (NamePattern4) 2138**]p Instructions:'
dtype: string
- name: 'HOSPITAL COURSE BY SYSTEM:'
dtype: string
- name: 'HOSPITAL COURSE BY SYSTEMS:'
dtype: string
- name: 'MEDICATIONS AT HOME:'
dtype: string
- name: 'MEDICATIONS ON TRANSFER:'
dtype: string
- name: 'Secondary diagnoses:'
dtype: string
- name: 'Secondary diagnosis:'
dtype: string
- name: 'TRANSITIONAL ISSUES:'
dtype: string
- name: 'PATIENT/TEST INFORMATION:'
dtype: string
- name: 'IMMUNIZATIONS RECOMMENDED:'
dtype: string
- name: '-Cranial Nerves:'
dtype: string
- name: 'Transitional Issues:'
dtype: string
- name: 'Incision Care:'
dtype: string
- name: 'Past Surgical History:'
dtype: string
- name: 'Discharge Exam:'
dtype: string
- name: 'DISCHARGE EXAM:'
dtype: string
- name: 'Labs on Discharge:'
dtype: string
- name: 'REGIONAL LEFT VENTRICULAR WALL MOTION:'
dtype: string
- name: 'PHYSICAL EXAM:'
dtype: string
- name: 'Medication changes:'
dtype: string
- name: 'Physical Therapy:'
dtype: string
- name: 'Treatments Frequency:'
dtype: string
- name: 'SECONDARY DIAGNOSES:'
dtype: string
- name: '2. CARDIAC HISTORY:'
dtype: string
- name: 'HOME MEDICATIONS:'
dtype: string
- name: 'Chief Complaint:'
dtype: string
- name: 'FINAL DIAGNOSES:'
dtype: string
- name: 'DISCHARGE PHYSICAL EXAM:'
dtype: string
- name: 'ACID FAST CULTURE (Preliminary):'
dtype: string
- name: 'Wound Care:'
dtype: string
- name: 'Blood Culture, Routine (Preliminary):'
dtype: string
- name: 'Discharge exam:'
dtype: string
- name: 'Neurologic Examination:'
dtype: string
- name: 'Discharge Physical Exam:'
dtype: string
- name: 'ACTIVE ISSUES:'
dtype: string
- name: 'CLINICAL IMPLICATIONS:'
dtype: string
- name: 'FUNGAL CULTURE (Preliminary):'
dtype: string
- name: 'FOLLOW UP:'
dtype: string
- name: 'PREOPERATIVE MEDICATIONS:'
dtype: string
- name: 'RESPIRATORY CULTURE (Preliminary):'
dtype: string
- name: 'SUMMARY OF HOSPITAL COURSE:'
dtype: string
- name: 'Labs on discharge:'
dtype: string
- name: 'MEDICATIONS PRIOR TO ADMISSION:'
dtype: string
- name: 'HOSPITAL COURSE BY ISSUE/SYSTEM:'
dtype: string
- name: 'SECONDARY DIAGNOSIS:'
dtype: string
- name: 'FOLLOW-UP APPOINTMENTS:'
dtype: string
- name: 'Cardiac Enzymes:'
dtype: string
- name: 'OUTPATIENT MEDICATIONS:'
dtype: string
- name: 'Review of Systems:'
dtype: string
- name: 'ADMISSION DIAGNOSES:'
dtype: string
- name: 'MEDICATION CHANGES:'
dtype: string
- name: 'Blood Culture, Routine (Pending):'
dtype: string
- name: 'TECHNICAL FACTORS:'
dtype: string
- name: 'PHYSICAL EXAMINATION:'
dtype: string
- name: '[**Last Name (NamePattern4) 4125**]ospital Course:'
dtype: string
- name: 'ADMISSION DIAGNOSIS:'
dtype: string
- name: 'Physical Exam on Discharge:'
dtype: string
- name: 'At discharge:'
dtype: string
- name: 'RECOMMENDED IMMUNIZATIONS:'
dtype: string
- name: 'ON DISCHARGE:'
dtype: string
- name: 'CHRONIC ISSUES:'
dtype: string
- name: 'Immediately after the operation:'
dtype: string
- name: 'Transitional issues:'
dtype: string
- name: 'FOLLOW-UP PLANS:'
dtype: string
- name: 'Changes to your medications:'
dtype: string
- name: 'Upon discharge:'
dtype: string
- name: 'REVIEW OF SYSTEMS:'
dtype: string
- name: 'CARDIAC ENZYMES:'
dtype: string
- name: 'Cardiac enzymes:'
dtype: string
- name: 'Medication Changes:'
dtype: string
- name: '[**Location (un) **] Diagnosis:'
dtype: string
- name: 'ACID FAST CULTURE (Pending):'
dtype: string
- name: 'Discharge PE:'
dtype: string
- name: 'General Discharge Instructions:'
dtype: string
- name: 'INDICATIONS FOR CATHETERIZATION:'
dtype: string
- name: 'WHEN TO CALL YOUR SURGEON:'
dtype: string
- name: 'Neurological Exam:'
dtype: string
- name: 'Exam on Discharge:'
dtype: string
- name: 'CHIEF COMPLAINT:'
dtype: string
- name: 'REASON FOR THIS EXAMINATION:'
dtype: string
- name: 'Relevant Imaging:'
dtype: string
- name: 'Active Issues:'
dtype: string
- name: '[**Location (un) **] Condition:'
dtype: string
- name: 'RECOMMENDATIONS AFTER DISCHARGE:'
dtype: string
- name: '[**Hospital1 **] Disposition:'
dtype: string
- name: 'TRANSITIONAL CARE ISSUES:'
dtype: string
- name: '[**Hospital1 **] Medications:'
dtype: string
- name: '[**Location (un) **] Instructions:'
dtype: string
- name: 'WOUND CULTURE (Preliminary):'
dtype: string
- name: 'DISCHARGE FOLLOWUP:'
dtype: string
- name: 'LABS ON DISCHARGE:'
dtype: string
- name: 'POST CPB:'
dtype: string
- name: 'URINE CULTURE (Preliminary):'
dtype: string
- name: 'Review of sytems:'
dtype: string
- name: 'Labs at discharge:'
dtype: string
- name: 'Immunizations recommended:'
dtype: string
- name: 'AEROBIC BOTTLE (Pending):'
dtype: string
- name: '-Rehabilitation/ Physical Therapy:'
dtype: string
- name: 'FOLLOW UP APPOINTMENTS:'
dtype: string
- name: 'Mental Status:'
dtype: string
- name: 'Admission labs:'
dtype: string
- name: 'HOSPITAL COURSE BY PROBLEM:'
dtype: string
- name: '[**Hospital 5**] MEDICAL CONDITION:'
dtype: string
- name: 'PHYSICAL EXAM UPON DISCHARGE:'
dtype: string
- name: 'WOUND CARE:'
dtype: string
- name: 'ANAEROBIC BOTTLE (Pending):'
dtype: string
- name: 'CURRENT MEDICATIONS:'
dtype: string
- name: 'FOLLOW-UP APPOINTMENT:'
dtype: string
- name: 'FINAL DISCHARGE DIAGNOSES:'
dtype: string
- name: 'TRANSFER MEDICATIONS:'
dtype: string
- name: 'Upon Discharge:'
dtype: string
- name: 'HISTORY OF PRESENT ILLNESS:'
dtype: string
- name: 'CRANIAL NERVES:'
dtype: string
- name: 'CT head:'
dtype: string
- name: 'Exam on discharge:'
dtype: string
- name: 'CT Head:'
dtype: string
- name: '[**Location (un) **] PHYSICIAN:'
dtype: string
- name: 'Admission Labs:'
dtype: string
- name: 'secondary diagnosis:'
dtype: string
- name: 'Head CT:'
dtype: string
- name: 'MRA OF THE HEAD:'
dtype: string
- name: 'INACTIVE ISSUES:'
dtype: string
- name: 'ADMISSION LABS:'
dtype: string
- name: 'PROBLEM LIST:'
dtype: string
- name: 'PRIMARY DIAGNOSIS:'
dtype: string
- name: 'OTHER PERTINENT LABS:'
dtype: string
- name: 'PROBLEMS DURING HOSPITAL STAY:'
dtype: string
- name: 'Medication Instructions:'
dtype: string
- name: 'IRON AND VITAMIN D SUPPLEMENTATION:'
dtype: string
- name: 'On admission:'
dtype: string
- name: 'ANAEROBIC CULTURE (Preliminary):'
dtype: string
- name: 'MENTAL STATUS:'
dtype: string
- name: 'ADMITTING DIAGNOSIS:'
dtype: string
- name: 'TRANSITIONS OF CARE:'
dtype: string
- name: 'Pertinent Labs:'
dtype: string
- name: '3. OTHER PAST MEDICAL HISTORY:'
dtype: string
- name: '# Transitional issues:'
dtype: string
- name: '[**Hospital1 **] Diagnosis:'
dtype: string
- name: 'Chronic Issues:'
dtype: string
- name: 'FOLLOW-UP INSTRUCTIONS:'
dtype: string
- name: 'CARE AND RECOMMENDATIONS AT DISCHARGE:'
dtype: string
- name: 'HOSPITAL COURSE: By systems:'
dtype: string
- name: 'NEUROLOGIC EXAMINATION:'
dtype: string
- name: 'Treatment Frequency:'
dtype: string
- name: 'Neurologic Exam:'
dtype: string
- name: 'DISCHARGE PLAN:'
dtype: string
- name: 'Active Diagnoses:'
dtype: string
- name: 'Medications on transfer:'
dtype: string
- name: 'Past medical history:'
dtype: string
- name: 'SOCIAL HISTORY:'
dtype: string
- name: 'CONDITION ON DISCHARGE:'
dtype: string
- name: 'FLUID CULTURE (Preliminary):'
dtype: string
- name: 'Meds on transfer:'
dtype: string
- name: 'Exam upon discharge:'
dtype: string
- name: 'Other labs:'
dtype: string
- name: 'Discharge physical exam:'
dtype: string
- name: '[**Hospital1 **] Instructions:'
dtype: string
- name: 'Imaging Studies:'
dtype: string
- name: 'Post CPB:'
dtype: string
splits:
- name: train
num_bytes: 129124806
num_examples: 8825
download_size: 70222964
dataset_size: 129124806
configs:
- config_name: default
data_files:
- split: train
path: data/train-*