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
hemangioma on her back	D21.6	Benign neoplasm of connctv/soft tiss of trunk, unsp	Benign neoplasm of connective and other soft tissue of trunk, unspecified
hematemesis 2/2 gastritis	K92.0	Hematemesis	Hematemesis
hematoma in right thigh	S70.10XA	Contusion of unspecified thigh, initial encounter	Contusion of unspecified thigh, initial encounter
Hematuria	N02.9	Recurrent and perst hematuria w unsp morphologic changes	Recurrent and persistent hematuria with unspecified morphologic changes
hematuria #7 counseling	R31.9	Hematuria, unspecified	Hematuria, unspecified
Hematuria (chronic	R31.9	Hematuria, unspecified	Hematuria, unspecified
hematuria (few red blood cells	R31.9	Hematuria, unspecified	Hematuria, unspecified
hematuria - she has vaginal pessary which can cause some rbc	R31.9	Hematuria, unspecified	Hematuria, unspecified
hematuria - 15 rbc	R31.9	Hematuria, unspecified	Hematuria, unspecified
Hematuria - UA had 100 + rbc	R31.9	Hematuria, unspecified	Hematuria, unspecified
Hematuria - will assess CT renal stone	N20.0	Calculus of kidney	Calculus of kidney
hematuria patient with chronic	R31.9	Hematuria, unspecified	Hematuria, unspecified
hematuria that showed UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
hematuria, fever (102.4 t max today at Urgent Care).	R31.9	Hematuria, unspecified	Hematuria, unspecified
hematuria, hypertension	R31.9	Hematuria, unspecified	Hematuria, unspecified
hematuria, nausea that began around 2100 Wednesday.	R31.9	Hematuria, unspecified	Hematuria, unspecified
hematuria, pt improved w/ symptomatic	R31.9	Hematuria, unspecified	Hematuria, unspecified
HEMATURIA, TACHYCARDIA	R31.9	Hematuria, unspecified	Hematuria, unspecified
HEMATURIA, URINARY RETENTION	R31.9	Hematuria, unspecified	Hematuria, unspecified
hemiplegia 2/2 CVA	G81.90	Hemiplegia, unspecified affecting unspecified side	Hemiplegia, unspecified affecting unspecified side
Hemochromatosis	E83.119	Hemochromatosis, unspecified	Hemochromatosis, unspecified
hemodialysis ____ hemodialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
hemodialysis 3 times a week for andstage renal disease	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
hemodialysis 3 times a week, last hemodialysis was done	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
hemodialysis catheter until the bacteremia	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
hemodialysis center where the patient receives outpatient hemodialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
hemodialysis then will have to surgical	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
hemoglobin dropped to 7 back	R71.0	Precipitous drop in hematocrit	Precipitous drop in hematocrit
hemoperitoneum	K66.1	Hemoperitoneum	Hemoperitoneum
Hemophilia	D66	Hereditary factor VIII deficiency	Hereditary factor VIII deficiency
Hemopneumothorax with hypoxia	J94.2	Hemothorax	Hemothorax
hemorrhage in the ventricle	I61.5	Nontraumatic intracerebral hemorrhage, intraventricular	Nontraumatic intracerebral hemorrhage, intraventricular
hemorrhage seen in the abdomen	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
hemorrhage, urinary tract infection	O46.90	Antepartum hemorrhage, unspecified, unspecified trimester	Antepartum hemorrhage, unspecified, unspecified trimester
Hemorrhagic UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
hemorrhoid that was bleeding	K64.9	Unspecified hemorrhoids	Unspecified hemorrhoids
Hemorrhoid, external	K64.9	Unspecified hemorrhoids	Unspecified hemorrhoids
Hemorrhoids external	K64.4	Residual hemorrhoidal skin tags	Residual hemorrhoidal skin tags
Hep C infection	Z86.19	Personal history of other infectious and parasitic diseases	Personal history of other infectious and parasitic diseases
hepatic abscess with cholecystitis	K75.0	Abscess of liver	Abscess of liver
hepatic congestion from his cardiomyopathy	K76.1	Chronic passive congestion of liver	Chronic passive congestion of liver
hepatic cyst Basilar atelectasis	K76.89	Other specified diseases of liver	Other specified diseases of liver
hepatic dysfunction from alcohol abuse	K76.9	Liver disease, unspecified	Liver disease, unspecified
hepatic enceph	G93.40	Encephalopathy, unspecified	Encephalopathy, unspecified
Hepatic Encephalopathy - Secondary to alcohol abuse	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
hepatic encephalopathy due to alcohol	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
Hepatic encephalopathy, mild	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
hepatic failure	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
Hepatitis B	B19.10	Unspecified viral hepatitis B without hepatic coma	Unspecified viral hepatitis B without hepatic coma
hepatitis B with cirrhosis	Z86.19	Personal history of other infectious and parasitic diseases	Personal history of other infectious and parasitic diseases
Hepatitis liver Cirrhosis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
hepatitis steatosis	E88.89	Other specified metabolic disorders	Other specified metabolic disorders
hepatitis, anxiety	K75.9	Inflammatory liver disease, unspecified	Inflammatory liver disease, unspecified
hepatocellular carcinoma	C22.0	Liver cell carcinoma	Liver cell carcinoma
Hepatorenal Syndrome -Leukocytosis	K76.7	Hepatorenal syndrome	Hepatorenal syndrome
hepatorenal syndrome, hepatic	K76.7	Hepatorenal syndrome	Hepatorenal syndrome
Hepatosplenomegaly, mild	R16.2	Hepatomegaly with splenomegaly, not elsewhere classified	Hepatomegaly with splenomegaly, not elsewhere classified
hereditary angioedema	D84.1	Defects in the complement system	Defects in the complement system
hernia appears to be stable	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
hernia came back	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
hernia formations, along with anesthesia	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
hernia through the pelvic floor	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
hernia to left abdomen	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
hernia which currently contains a loop of bowel	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
hernia, cyst	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
herniated disc at L5-S1	M51.27	Other intervertebral disc displacement, lumbosacral region	Other intervertebral disc displacement, lumbosacral region
herniated disc L4	M50.80	Other cervical disc disorders, unspecified cervical region	Other cervical disc disorders, unspecified cervical region
herpes can cause vesicular	B00.9	Herpesviral infection, unspecified	Herpesviral infection, unspecified
herpes encephalitis, leads to the seizures	B00.4	Herpesviral encephalitis	Herpesviral encephalitis
Herpes zoaster on face	B00.9	Herpesviral infection, unspecified	Herpesviral infection, unspecified
Herpes zoster skin lesion	L98.9	Disorder of the skin and subcutaneous tissue, unspecified	Disorder of the skin and subcutaneous tissue, unspecified
Herpes Zoster- Erythemic rash	B00.9	Herpesviral infection, unspecified	Herpesviral infection, unspecified
herpetic	B00.9	Herpesviral infection, unspecified	Herpesviral infection, unspecified
herpetic zoster	B02.9	Zoster without complications	Zoster without complications
heterotopic calcification of the soft tissue	M61.40	Other calcification of muscle, unspecified site	Other calcification of muscle, unspecified site
hiatal hernia	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
hiatal hernia 3 mm nonobstructing	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
Hiatal hernia [on esophagus	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
hiatal hernia as well as localized	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
hiatal hernia with postsurgical	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
hiatal hernia, small bilateral renal	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
hiatus hernia	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
Hidradenitis suppurativa perianal	L73.2	Hidradenitis suppurativa	Hidradenitis suppurativa
high blood pressure in the foot	I10	Essential (primary) hypertension	Essential (primary) hypertension
high blood pressure that has led to chronic kidney disease	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
High blood pressure, chronic	I10	Essential (primary) hypertension	Essential (primary) hypertension
high cholesterol	E78.00	Pure hypercholesterolemia, unspecified	Pure hypercholesterolemia, unspecified
High cholesterol and prostate	E78.00	Pure hypercholesterolemia, unspecified	Pure hypercholesterolemia, unspecified
high cholesterol, hypertension.	E78.00	Pure hypercholesterolemia, unspecified	Pure hypercholesterolemia, unspecified
high cholesterol, gout	E78.00	Pure hypercholesterolemia, unspecified	Pure hypercholesterolemia, unspecified
high-grade dysplasia	Q89.9	Congenital malformation, unspecified	Congenital malformation, unspecified
hip capsule who has dementia	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
hip chronic low back pain	G89.29	Other chronic pain	Other chronic pain
hip degenerative joint disease	M16.10	Unilateral primary osteoarthritis, unspecified hip	Unilateral primary osteoarthritis, unspecified hip
hip DJD	M16.10	Unilateral primary osteoarthritis, unspecified hip	Unilateral primary osteoarthritis, unspecified hip
hip fracture related to osteoporosis	Z87.81	Personal history of (healed) traumatic fracture	Personal history of (healed) traumatic fracture
hip or knee pain	M25.559	Pain in unspecified hip	Pain in unspecified hip
hip this is her chronic pain	G89.29	Other chronic pain	Other chronic pain
HIV admitted with progressive	Z21	Asymptomatic human immunodeficiency virus infection status	Asymptomatic human immunodeficiency virus [HIV] infection status
HIV Clinic after discharge to initiate antiretroviral therapy	Z21	Asymptomatic human immunodeficiency virus infection status	Asymptomatic human immunodeficiency virus [HIV] infection status