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
urinary infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urinary obstruction, sepsis BIB EMS	N13.9	Obstructive and reflux uropathy, unspecified	Obstructive and reflux uropathy, unspecified
Urinary Retention likely due to immobility, constipation	K59.00	Constipation, unspecified	Constipation, unspecified
Urinary retention with bilateral hydronephrosis	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
Urinary Retention, Bladder	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
urinary retention, he likely has obstructive	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
urinary retention, urinary tract infection	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
Urinary tract infection - with e coli	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urinary tract infection cystitis	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Urinary tract infection Escherichia coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
urinary tract infection from ESBL gram-negative	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
urinary tract infection from ESBL Klebsiella	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
urinary tract infection from ESBL producing gram-negative	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urinary tract infection from multidrug resistant gram-negative	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
urinary tract infection symptoms of pain	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urinary tract infection with diarrhea	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
urinary tract infection, anxiety	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
urinary tract infection, currently stable	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urinary tract infection, Escherichia coli.	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Urinary tract infection, growing Escherichia coli.	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
Urinary tract infection.supra pubic	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urinary tract infections, likely underlying CKD	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
urinary tract stone w/hydronephrosis	N21.9	Calculus of lower urinary tract, unspecified	Calculus of lower urinary tract, unspecified
urinary tract stones	N21.9	Calculus of lower urinary tract, unspecified	Calculus of lower urinary tract, unspecified
urine frequency	R35.0	Frequency of micturition	Frequency of micturition
URINE TRACT INFECTION	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urosepsis complicated	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
urosepsis likely due to the obstructing	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
uterine cancer	C55	Malignant neoplasm of uterus, part unspecified	Malignant neoplasm of uterus, part unspecified
uterine laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
uterine pain	N94.89	Oth cond assoc w female genital organs and menstrual cycle	Other specified conditions associated with female genital organs and menstrual cycle
uterine prolapse	N81.3	Complete uterovaginal prolapse	Complete uterovaginal prolapse
UTI - patient appears asymptomatic	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI of the infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI with hematuria	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI	P39.3	Neonatal urinary tract infection	Neonatal urinary tract infection
UTI #Urinary retention	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI (E.Coli	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI - ur cx is growing klebsiella	B96.1	Klebsiella pneumoniae as the cause of diseases classd elswhr	Klebsiella pneumoniae [K. pneumoniae] as the cause of diseases classified elsewhere
UTI _____ high-grade fever	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI and lung	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI and prostate	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI and vaginal	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI and worsening kidney	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI as a source of infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI caused by ESBL E. coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
UTI caused by Klebsiella	B96.1	Klebsiella pneumoniae as the cause of diseases classd elswhr	Klebsiella pneumoniae [K. pneumoniae] as the cause of diseases classified elsewhere
UTI due to E. coli	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI from Gram-negative	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI gram-negative	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI is Escherichia coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
UTI SEPTIC SHOCK	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI w- sepsis	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI w/encephalopathy	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI with elevated leukocytosis	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI with ESBL E.Coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
UTI with Escherichia coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
UTI with gram-negative	B96.89	Oth bacterial agents as the cause of diseases classd elswhr	Other specified bacterial agents as the cause of diseases classified elsewhere
UTI with hematuria	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI with MDR E. coli	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI), multiple organ dysfunction	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, CXR = mild	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, domino pain	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, HYDRONEPHROSIS	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, hyperglycemia.	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, most likely gram-negative	R78.81	Bacteremia	Bacteremia
UTI, pneumonia	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, prostate	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, respiratory faiulre	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
uti, septic	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
UTI, testicular	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
UTI: renal	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
uveitis	H20.9	Unspecified iridocyclitis	Unspecified iridocyclitis
Uvulitis	K12.2	Cellulitis and abscess of mouth	Cellulitis and abscess of mouth
vaginal bleeding in pregnancy- pelvic	N93.9	Abnormal uterine and vaginal bleeding, unspecified	Abnormal uterine and vaginal bleeding, unspecified
vaginal bleeding intermittent	N93.9	Abnormal uterine and vaginal bleeding, unspecified	Abnormal uterine and vaginal bleeding, unspecified
vaginal pain, abscess	N94.89	Oth cond assoc w female genital organs and menstrual cycle	Other specified conditions associated with female genital organs and menstrual cycle
vaginal spotting	N93.9	Abnormal uterine and vaginal bleeding, unspecified	Abnormal uterine and vaginal bleeding, unspecified
vaginal trichomoniasis	A59.01	Trichomonal vulvovaginitis	Trichomonal vulvovaginitis
Valgus Deformity of the Legs	M21.00	Valgus deformity, not elsewhere classified, unspecified site	Valgus deformity, not elsewhere classified, unspecified site
valve can be considered for bronchopleural fistula	J86.0	Pyothorax with fistula	Pyothorax with fistula
Vancomycin-resistant	Z16.21	Resistance to vancomycin	Resistance to vancomycin
vancomycin-resistant Enterococci	Z16.22	Resistance to vancomycin related antibiotics	Resistance to vancomycin related antibiotics
Vancomycin-resistant enterococci bacteremia	Z16.22	Resistance to vancomycin related antibiotics	Resistance to vancomycin related antibiotics
VAP	J95.851	Ventilator associated pneumonia	Ventilator associated pneumonia
varices encasing the mid and distal esophagus	I85.00	Esophageal varices without bleeding	Esophageal varices without bleeding
vascular edema	R60.9	Edema, unspecified	Edema, unspecified
vascular malformation in the intracranial	Q27.9	Congenital malformation of peripheral vascular system, unsp	Congenital malformation of peripheral vascular system, unspecified
vasogenic edema in the bilateral frontal	G93.6	Cerebral edema	Cerebral edema
vasogenic edema in the right cerebral cortex	G93.6	Cerebral edema	Cerebral edema
vasogenic edema with bleeding	G93.6	Cerebral edema	Cerebral edema
vasomotor nephropathy	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
vasospasm given cocaine use	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
vein compression consistent with nutcracker syndrome	I87.1	Compression of vein	Compression of vein
veins for DVT	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
Venous doppler = extensive DVT	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
Venous doppler BLE shows Acute DVT	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
venous HTN	I10	Essential (primary) hypertension	Essential (primary) hypertension
venous hypertension	I10	Essential (primary) hypertension	Essential (primary) hypertension
Venous insufficiency, especially of the left lower extremity	I87.2	Venous insufficiency (chronic) (peripheral)	Venous insufficiency (chronic) (peripheral)