Split (3)

train · 58.8k rows

Subsets and Splits

Stratified Sample of 3500

Provides a stratified random sample of approximately 3500 rows, ensuring representation from all dxcode classes, which is useful for balanced data analysis and model training.

Random Validation & Test Samples

Randomly selects 750 samples from both validation and test datasets, labeling them accordingly, which provides basic data exploration but limited analytical value.

Random Sampled Dataset Split

Randomly selects a subset of records from train, validation, and test datasets, which provides basic sampling but limited analytical value.

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Acute ST myocardial infarction involving left anterior descending coronary artery	I21.9	Acute myocardial infarction, unspecified	Acute myocardial infarction, unspecified
acute ST segment elevation myocardial infarction	I21.3	ST elevation (STEMI) myocardial infarction of unsp site	ST elevation (STEMI) myocardial infarction of unspecified site
acute STEMI anterior	I21.09	STEMI involving oth coronary artery of anterior wall	ST elevation (STEMI) myocardial infarction involving other coronary artery of anterior wall
acute stroke in brainstem	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Acute stroke: MRI brain	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
acute superficial thrombophlebitis	I80.8	Phlebitis and thrombophlebitis of other sites	Phlebitis and thrombophlebitis of other sites
Acute systolic/diastolic CHF	I50.41	Acute combined systolic and diastolic (congestive) hrt fail	Acute combined systolic (congestive) and diastolic (congestive) heart failure
acute tension headache	G44.209	Tension-type headache, unspecified, not intractable	Tension-type headache, unspecified, not intractable
Acute thoracic pain	M54.6	Pain in thoracic spine	Pain in thoracic spine
acute to chronic osteomyelitis	M86.60	Other chronic osteomyelitis, unspecified site	Other chronic osteomyelitis, unspecified site
acute tubular necrosis _____ CT of the abdomen and pelvis	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
acute tubular necrosis from anemia	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
acute tubular necrosis from sepsis, hypotension	I95.9	Hypotension, unspecified	Hypotension, unspecified
Acute ulcerative colitis	K51.90	Ulcerative colitis, unspecified, without complications	Ulcerative colitis, unspecified, without complications
acute upper abdominal pain	R10.10	Upper abdominal pain, unspecified	Upper abdominal pain, unspecified
Acute Upper extremity DVT	I82.629	Acute embolism and thrombosis of deep vn unsp up extrem	Acute embolism and thrombosis of deep veins of unspecified upper extremity
acute ureteral stone with obstruction	N20.1	Calculus of ureter	Calculus of ureter
Acute URI	J06.9	Acute upper respiratory infection, unspecified	Acute upper respiratory infection, unspecified
acute vaginal bleeding	O20.9	Hemorrhage in early pregnancy, unspecified	Hemorrhage in early pregnancy, unspecified
Acute ventilator dependent respiratory failure	Z99.11	Dependence on respirator [ventilator] status	Dependence on respirator [ventilator] status
Acute ventilatory-dependent respiratory failure	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute versus chronic renal failure	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
acute viral syndrome	B34.9	Viral infection, unspecified	Viral infection, unspecified
Acute Viral upper respiratory infection	J06.9	Acute upper respiratory infection, unspecified	Acute upper respiratory infection, unspecified
Acute volume depletion noted secondary to the uncontrolled	E86.9	Volume depletion, unspecified	Volume depletion, unspecified
acute vomiting diarrhea	R11.10	Vomiting, unspecified	Vomiting, unspecified
acute vs chronic osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
acute worsening of cholecystitis	K81.0	Acute cholecystitis	Acute cholecystitis
Acute worsening of chronic diarrhea	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
acute worsening of the chronic back pain	G89.29	Other chronic pain	Other chronic pain
acute worsening of the chronic respiratory failure	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute worsening on chronic abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute zoster	B02.9	Zoster without complications	Zoster without complications
acute-on-chronic abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute-on-chronic congestive heart failure secondary to the acute exacerbation	I50.9	Heart failure, unspecified	Heart failure, unspecified
Acute-on-chronic renal failure, on hemodialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Acute-on-chronic systolic congestive heart failure	I50.23	Acute on chronic systolic (congestive) heart failure	Acute on chronic systolic (congestive) heart failure
Acute/chronic kidney disease	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute/chronic kidney failure	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acutely decompensated heart failure	I50.9	Heart failure, unspecified	Heart failure, unspecified
acutely developed hypotension	I95.9	Hypotension, unspecified	Hypotension, unspecified
acutely elevated BP	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension
acutely low platelets	D69.6	Thrombocytopenia, unspecified	Thrombocytopenia, unspecified
acutely vomiting	R11.10	Vomiting, unspecified	Vomiting, unspecified
adenitis	I88.1	Chronic lymphadenitis, except mesenteric	Chronic lymphadenitis, except mesenteric
adenocarcinoma of lung	C34.90	Malignant neoplasm of unsp part of unsp bronchus or lung	Malignant neoplasm of unspecified part of unspecified bronchus or lung
Adenocarcinoma of rectum	C20	Malignant neoplasm of rectum	Malignant neoplasm of rectum
adenocarcinoma of the colon	C18.9	Malignant neoplasm of colon, unspecified	Malignant neoplasm of colon, unspecified
adenocarcinoma to the lung	C34.90	Malignant neoplasm of unsp part of unsp bronchus or lung	Malignant neoplasm of unspecified part of unspecified bronchus or lung
adenocarcinoma, lung	C34.90	Malignant neoplasm of unsp part of unsp bronchus or lung	Malignant neoplasm of unspecified part of unspecified bronchus or lung
adenopathy is identified in the abdomen	R59.9	Enlarged lymph nodes, unspecified	Enlarged lymph nodes, unspecified
adenopathy noted in the chest	R59.9	Enlarged lymph nodes, unspecified	Enlarged lymph nodes, unspecified
ADHD	F90.9	Attention-deficit hyperactivity disorder, unspecified type	Attention-deficit hyperactivity disorder, unspecified type
ADHD, depression.	F90.9	Attention-deficit hyperactivity disorder, unspecified type	Attention-deficit hyperactivity disorder, unspecified type
adhesions for SBO	K56.609	Unsp intestnl obst, unsp as to partial versus complete obst	Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction
Adjustment disorder	F43.20	Adjustment disorder, unspecified	Adjustment disorder, unspecified
advanced age with multiple	R54	Age-related physical debility	Age-related physical debility
advanced Alzheimer	G30.9	Alzheimer's disease, unspecified	Alzheimer's disease, unspecified
Advanced Alzheimer's disease	G30.9	Alzheimer's disease, unspecified	Alzheimer's disease, unspecified
Advanced Alzheimers dementia	F02.80	Dementia in other diseases classified elsewhere, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety	Dementia in other diseases classified elsewhere, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety
Advanced bilateral renal atrophy	N26.1	Atrophy of kidney (terminal)	Atrophy of kidney (terminal)
advanced dementia, coronary artery	F03.90	Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety	Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety
advanced dementia, hypertension	F03.90	Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety	Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety
Advanced left hip arthropathy	M12.9	Arthropathy, unspecified	Arthropathy, unspecified
Afib was controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib with RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
Afib - continue with warfarin	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFIB which is chronic	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib with rapid ventricular rate	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
afib with rvr, diarrhea	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Afib with tachycardia	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFib, clinically stable	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
afib, hr well controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AFIB, new-onset	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Afib, renal	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
afib, which is rate controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
aflutter is rate controlled	I48.92	Unspecified atrial flutter	Unspecified atrial flutter
Ageusia	R43.2	Parageusia	Parageusia
aggressive behavior	F60.3	Borderline personality disorder	Borderline personality disorder
agitation severe	R45.1	Restlessness and agitation	Restlessness and agitation
agitation was controlled	R45.1	Restlessness and agitation	Restlessness and agitation
agranulocytosis	D70.9	Neutropenia, unspecified	Neutropenia, unspecified
AIDS	B20	Human immunodeficiency virus [HIV] disease	Human immunodeficiency virus [HIV] disease
air embolism, cardiac	T79.0XXA	Air embolism (traumatic), initial encounter	Air embolism (traumatic), initial encounter
airway obstruction from lung	J98.8	Other specified respiratory disorders	Other specified respiratory disorders
AKi on CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI (on CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI - from ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
AKI - creatinine stable	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI - from Sepsis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI - ins etting of sepsis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI - slight	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI : likelt cardiorenal	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI : likely ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
AKI creat 2.52 IVFs renal	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI following admission that resulted in coronary	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI from ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
AKI given dry mucosa	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI likely due to ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
AKI likely from ATN	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified