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
ileus related abdominal	K56.7	Ileus, unspecified	Ileus, unspecified
ileus seen via CT abdomen/pelvis	K56.7	Ileus, unspecified	Ileus, unspecified
ILEUS, NAUSEA	K56.7	Ileus, unspecified	Ileus, unspecified
iliac artery aneurysm	I72.3	Aneurysm of iliac artery	Aneurysm of iliac artery
iliac vein acute deep vein thrombosis	I82.429	Acute embolism and thrombosis of unspecified iliac vein	Acute embolism and thrombosis of unspecified iliac vein
impending abortion before completion of 20 weeks gestation	O20.0	Threatened abortion	Threatened abortion
impotence	N52.9	Male erectile dysfunction, unspecified	Male erectile dysfunction, unspecified
Inability to walk	R26.2	Difficulty in walking, not elsewhere classified	Difficulty in walking, not elsewhere classified
inappropriate ADH	E22.2	Syndrome of inappropriate secretion of antidiuretic hormone	Syndrome of inappropriate secretion of antidiuretic hormone
inappropriate secretion of antidiuretic hormone from nausea	E22.2	Syndrome of inappropriate secretion of antidiuretic hormone	Syndrome of inappropriate secretion of antidiuretic hormone
incarcerated hernia	K46.0	Unsp abdominal hernia with obstruction, without gangrene	Unspecified abdominal hernia with obstruction, without gangrene
incarcerated hernia with obstruction	K46.0	Unsp abdominal hernia with obstruction, without gangrene	Unspecified abdominal hernia with obstruction, without gangrene
Incarcerated right inguinal hernia	K40.30	Unil inguinal hernia, w obst, w/o gangr, not spcf as recur	Unilateral inguinal hernia, with obstruction, without gangrene, not specified as recurrent
Incarcerated small bowel containing incisional hernia	K43.0	Incisional hernia with obstruction, without gangrene	Incisional hernia with obstruction, without gangrene
incarcerated ventral abdominal hernia the omentum	K46.0	Unsp abdominal hernia with obstruction, without gangrene	Unspecified abdominal hernia with obstruction, without gangrene
Incidentally found to be pregnant	Z32.01	Encounter for pregnancy test, result positive	Encounter for pregnancy test, result positive
incisional hernias	K43.2	Incisional hernia without obstruction or gangrene	Incisional hernia without obstruction or gangrene
Incomplete emptying of bladder [self catheterize x4 daily, bladder	R39.14	Feeling of incomplete bladder emptying	Feeling of incomplete bladder emptying
incomplete heart block	I44.1	Atrioventricular block, second degree	Atrioventricular block, second degree
inconclusive will cover for bacterial vaginosis	N76.0	Acute vaginitis	Acute vaginitis
Increased activity on the final 2 phases involving the left great toe MTP joint	D73.1	Hypersplenism	Hypersplenism
increased shortness of breath	R06.02	Shortness of breath	Shortness of breath
INDIGESTION Renal	K30	Functional dyspepsia	Functional dyspepsia
infected acne	L70.9	Acne, unspecified	Acne, unspecified
infected arteriovenous fistula	I77.0	Arteriovenous fistula, acquired	Arteriovenous fistula, acquired
infected bursitis	M71.9	Bursopathy, unspecified	Bursopathy, unspecified
infected kidney stone	N20.0	Calculus of kidney	Calculus of kidney
infection Critical Result: Pneumomediastinum	J98.2	Interstitial emphysema	Interstitial emphysema
infection (PNA	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
infection ____ intracranial calcification	G93.89	Other specified disorders of brain	Other specified disorders of brain
Infection cultures which were sent had shown methicillin-sensitive Staph aureus	A49.01	Methicillin suscep staph infection, unsp site	Methicillin susceptible Staphylococcus aureus infection, unspecified site
infection further spreading down and skin	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection gout	M10.9	Gout, unspecified	Gout, unspecified
infection in lower legs	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection in the right knee	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
infection is only limited to the fourth toe	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection left foot	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
Infection of left knee	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
infection of the right index finger	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection on his left leg	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Infection skin	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection such as COVID-19 related pneumonitis	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
infection symptoms like dysuria	R30.0	Dysuria	Dysuria
infection to bottom of L foot	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection to L leg	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
infection was admitted for left knee	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
infection, CT abd = 9mm kidney	N15.9	Renal tubulo-interstitial disease, unspecified	Renal tubulo-interstitial disease, unspecified
infection: dental	K04.7	Periapical abscess without sinus	Periapical abscess without sinus
infectious cystitis	N30.90	Cystitis, unspecified without hematuria	Cystitis, unspecified without hematuria
Infectious Disease as well as the patient has significant leukocytosis	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
Infectious disease evaluation was requested for the COVID-19 pneumonia	J12.89	Other viral pneumonia	Other viral pneumonia
Infectious disease evaluation was requested for the COVID-19 pneumonia	U07.1	COVID-19	COVID-19
infectious etiology for the hypotension	I95.9	Hypotension, unspecified	Hypotension, unspecified
infectious etiology like neurosyphilis	A52.3	Neurosyphilis, unspecified	Neurosyphilis, unspecified
infectious pathology of the diarrhea	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
infectious tenosynovitis	M65.10	Other infective (teno)synovitis, unspecified site	Other infective (teno)synovitis, unspecified site
inferior myocardial infarction	I21.3	ST elevation (STEMI) myocardial infarction of unsp site	ST elevation (STEMI) myocardial infarction of unspecified site
Inferior wall STEMI	I21.19	STEMI involving oth coronary artery of inferior wall	ST elevation (STEMI) myocardial infarction involving other coronary artery of inferior wall
infiltrate involving the right lower lobe	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
inflammatory arthrosis	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
Inflammatory arthritis with diarrhea	M06.4	Inflammatory polyarthropathy	Inflammatory polyarthropathy
inflammatory bursitis	M71.9	Bursopathy, unspecified	Bursopathy, unspecified
inflammatory conditions like lupus	M32.9	Systemic lupus erythematosus, unspecified	Systemic lupus erythematosus, unspecified
inflammatory enteritis	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
Influenza Pneumonia	J11.1	Flu due to unidentified influenza virus w oth resp manifest	Influenza due to unidentified influenza virus with other respiratory manifestations
Influenza A, 2) Fever	J10.1	Flu due to oth ident influenza virus w oth resp manifest	Influenza due to other identified influenza virus with other respiratory manifestations
Influenza A, fever	J10.1	Flu due to oth ident influenza virus w oth resp manifest	Influenza due to other identified influenza virus with other respiratory manifestations
influenza B. The patient reported shortness of breath	R06.02	Shortness of breath	Shortness of breath
Influenza infection	J11.1	Flu due to unidentified influenza virus w oth resp manifest	Influenza due to unidentified influenza virus with other respiratory manifestations
influenza, otitis media	J11.83	Influenza due to unidentified influenza virus w otitis media	Influenza due to unidentified influenza virus with otitis media
influenza, otitis media (r)	J11.83	Influenza due to unidentified influenza virus w otitis media	Influenza due to unidentified influenza virus with otitis media
infusion for A-fib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
infusion given A-fib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
ingrown toenail right great toe	L60.0	Ingrowing nail	Ingrowing nail
inguinal or pelvic adenopathy	R59.0	Localized enlarged lymph nodes	Localized enlarged lymph nodes
inguinal adenopathy	R59.0	Localized enlarged lymph nodes	Localized enlarged lymph nodes
injured her right leg	S94.91XA	Injury of unsp nerve at ank/ft level, right leg, init	Injury of unspecified nerve at ankle and foot level, right leg, initial encounter
injury	S05.00XA	Inj conjunctiva and corneal abrasion w/o fb, unsp eye, init	Injury of conjunctiva and corneal abrasion without foreign body, unspecified eye, initial encounter
injury	S06.2X3A	Diffuse TBI w loss of consciousness of 1-5 hrs 59 min, init	Diffuse traumatic brain injury with loss of consciousness of 1 hour to 5 hours 59 minutes, initial encounter
injury	S09.90XA	Unspecified injury of head, initial encounter	Unspecified injury of head, initial encounter
injury	S09.91XA	Unspecified injury of ear, initial encounter	Unspecified injury of ear, initial encounter
injury	S14.3XXA	Injury of brachial plexus, initial encounter	Injury of brachial plexus, initial encounter
injury	S20.90XA	Unsp superficial injury of unsp parts of thorax, init encntr	Unspecified superficial injury of unspecified parts of thorax, initial encounter
injury	S30.98XA	Unspecified superficial injury of anus, initial encounter	Unspecified superficial injury of anus, initial encounter
injury	S37.819A	Unspecified injury of adrenal gland, initial encounter	Unspecified injury of adrenal gland, initial encounter
injury	S50.919A	Unsp superficial injury of unspecified forearm, init encntr	Unspecified superficial injury of unspecified forearm, initial encounter
injury left foot	S99.922A	Unspecified injury of left foot, initial encounter	Unspecified injury of left foot, initial encounter
Injury of humerus [ORIF right	S09.301D	Unsp injury of right middle and inner ear, subs encntr	Unspecified injury of right middle and inner ear, subsequent encounter
Injury Right 5th Finger	S09.301D	Unsp injury of right middle and inner ear, subs encntr	Unspecified injury of right middle and inner ear, subsequent encounter
injury to the right wrist	S09.301D	Unsp injury of right middle and inner ear, subs encntr	Unspecified injury of right middle and inner ear, subsequent encounter
injury to [ L ] wrist and left elbow	S59.902A	Unspecified injury of left elbow, initial encounter	Unspecified injury of left elbow, initial encounter
injury to elbow	S59.909A	Unspecified injury of unspecified elbow, initial encounter	Unspecified injury of unspecified elbow, initial encounter
injury to his right shoulder	S49.91XA	Unsp injury of right shoulder and upper arm, init encntr	Unspecified injury of right shoulder and upper arm, initial encounter
injury to left elbow and humerus	S59.902A	Unspecified injury of left elbow, initial encounter	Unspecified injury of left elbow, initial encounter
injury to left shoulder	S49.92XA	Unsp injury of left shoulder and upper arm, init encntr	Unspecified injury of left shoulder and upper arm, initial encounter
injury to left wrist and left elbow	S59.902A	Unspecified injury of left elbow, initial encounter	Unspecified injury of left elbow, initial encounter
INJURY TO RIGHT HIP	S79.911A	Unspecified injury of right hip, initial encounter	Unspecified injury of right hip, initial encounter
injury to the elbow	S59.909A	Unspecified injury of unspecified elbow, initial encounter	Unspecified injury of unspecified elbow, initial encounter
injury to the following body parts: [ feet	S99.929A	Unspecified injury of unspecified foot, initial encounter	Unspecified injury of unspecified foot, initial encounter