| --- |
| 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: 358575537 |
| num_examples: 26906 |
| download_size: 193496152 |
| dataset_size: 358575537 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| --- |
| |
