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
Chronic renal failure secondary to the hypertension	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
chronic renal failure stage IV	N18.4	Chronic kidney disease, stage 4 (severe)	Chronic kidney disease, stage 4 (severe)
Chronic respiratory failure secondary to chronic obstructive pulmonary disease	J96.10	Chronic respiratory failure, unsp w hypoxia or hypercapnia	Chronic respiratory failure, unspecified whether with hypoxia or hypercapnia
Chronic Respiratory insufficiency with hypoxia	R06.89	Other abnormalities of breathing	Other abnormalities of breathing
chronic rheumatoid arthritis	M06.9	Rheumatoid arthritis, unspecified	Rheumatoid arthritis, unspecified
Chronic right patellar tendon tear	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
chronic right sided hemiparesis	G81.90	Hemiplegia, unspecified affecting unspecified side	Hemiplegia, unspecified affecting unspecified side
chronic right ureteral stricture	N13.5	Crossing vessel and stricture of ureter w/o hydronephrosis	Crossing vessel and stricture of ureter without hydronephrosis
Chronic sacral DEcub	L89.159	Pressure ulcer of sacral region, unspecified stage	Pressure ulcer of sacral region, unspecified stage
chronic sacral osteomyelitis	M46.28	Osteomyelitis of vertebra, sacral and sacrococcygeal region	Osteomyelitis of vertebra, sacral and sacrococcygeal region
chronic seizure disorder	G40.909	Epilepsy, unsp, not intractable, without status epilepticus	Epilepsy, unspecified, not intractable, without status epilepticus
chronic severe aortic stenosis	I35.0	Nonrheumatic aortic (valve) stenosis	Nonrheumatic aortic (valve) stenosis
chronic side effects of covid	U07.1	COVID-19	COVID-19
chronic since stroke	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
chronic splenomegaly	R16.1	Splenomegaly, not elsewhere classified	Splenomegaly, not elsewhere classified
chronic stage 4 pressure ulcer to L buttock	L89.304	Pressure ulcer of unspecified buttock, stage 4	Pressure ulcer of unspecified buttock, stage 4
chronic steroid therapy has a left hip	Z92.241	Personal history of systemic steroid therapy	Personal history of systemic steroid therapy
chronic swelling to legs	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
chronic T11 compression fracture	Z87.312	Personal history of (healed) stress fracture	Personal history of (healed) stress fracture
Chronic T12 compression fracture	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
Chronic T3 compression fracture	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
chronic T7 compression fracture	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
chronic though progressive tinea pedis	B35.3	Tinea pedis	Tinea pedis
chronic thrombocytopenia, nonalcoholic.	D69.6	Thrombocytopenia, unspecified	Thrombocytopenia, unspecified
chronic tobacco	F17.200	Nicotine dependence, unspecified, uncomplicated	Nicotine dependence, unspecified, uncomplicated
chronic tobacco abuse	F17.200	Nicotine dependence, unspecified, uncomplicated	Nicotine dependence, unspecified, uncomplicated
Chronic tobacco use	Z87.891	Personal history of nicotine dependence	Personal history of nicotine dependence
chronic ulcers of the right lower leg	L97.919	Non-prs chronic ulc unsp prt of r low leg w unsp severity	Non-pressure chronic ulcer of unspecified part of right lower leg with unspecified severity
chronic untreated GERD (esophageal	K21.9	Gastro-esophageal reflux disease without esophagitis	Gastro-esophageal reflux disease without esophagitis
Chronic urinary tract infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
chronic varicose veins in the right lower extremity	I83.90	Asymptomatic varicose veins of unspecified lower extremity	Asymptomatic varicose veins of unspecified lower extremity
chronic venous insufficiency manifesting with edema	I87.2	Venous insufficiency (chronic) (peripheral)	Venous insufficiency (chronic) (peripheral)
Chronic venous stasis with edema	I87.2	Venous insufficiency (chronic) (peripheral)	Venous insufficiency (chronic) (peripheral)
chronic vertigo	R42	Dizziness and giddiness	Dizziness and giddiness
chronic warfarin	Z79.01	Long term (current) use of anticoagulants	Long term (current) use of anticoagulants
chronic) HTN	I10	Essential (primary) hypertension	Essential (primary) hypertension
CIDP	G61.81	Chronic inflammatory demyelinating polyneuritis	Chronic inflammatory demyelinating polyneuritis
cigarette use	F17.210	Nicotine dependence, cigarettes, uncomplicated	Nicotine dependence, cigarettes, uncomplicated
Cirrhosis , admitted for septic	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis due to ascites, hepatic encephalopathy	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
cirrhosis from hepatitis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis multiorgan failure	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis of of the liver	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
Cirrhosis with splenomegaly	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis, duodenal ulcer	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhotic appearing liver	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhotic changes in the liver	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
Cirrhotic morphology of the liver	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
CKD stage 3	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD - stage 2	N18.2	Chronic kidney disease, stage 2 (mild)	Chronic kidney disease, stage 2 (mild)
ckd -3 from nephrosclerosis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD 4-5: renal	N18.4	Chronic kidney disease, stage 4 (severe)	Chronic kidney disease, stage 4 (severe)
CKD are stable	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD dialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD due to contrast-induced nephropathy	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD from nephrosclerosis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD hypertension	I12.9	Hypertensive chronic kidney disease w stg 1-4/unsp chr kdny	Hypertensive chronic kidney disease with stage 1 through stage 4 chronic kidney disease, or unspecified chronic kidney disease
CKD is thought to be from progressive	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD likely from diabetes	E11.22	Type 2 diabetes mellitus w diabetic chronic kidney disease	Type 2 diabetes mellitus with diabetic chronic kidney disease
CKD stage III	N18.3	Chronic kidney disease, stage 3 (moderate)	Chronic kidney disease, stage 3 (moderate)
CKD with proteinuria	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, stroke.	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, chronic	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, CVA.	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, hemorrhoids.	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD: stable	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD: stage 4	N18.4	Chronic kidney disease, stage 4 (severe)	Chronic kidney disease, stage 4 (severe)
class I hepatic encephalopathy	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
clavicular osteolysis	M89.50	Osteolysis, unspecified site	Osteolysis, unspecified site
clonazepam	T42.4X2A	Poisoning by benzodiazepines, intentional self-harm, init	Poisoning by benzodiazepines, intentional self-harm, initial encounter
clonidine	T46.5X1A	Poisoning by oth antihypertn drugs, accidental, init	Poisoning by other antihypertensive drugs, accidental (unintentional), initial encounter
Closed fracture of left femur [due to fall	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
Closed fracture of nasal bones	S02.2XXA	Fracture of nasal bones, init encntr for closed fracture	Fracture of nasal bones, initial encounter for closed fracture
Closed fracture of pelvis	S32.9XXA	Fracture of unsp parts of lumbosacral spine and pelvis, init	Fracture of unspecified parts of lumbosacral spine and pelvis, initial encounter for closed fracture
clot in the left common femoral, superficial femoral, and popliteal	I82.432	Acute embolism and thrombosis of left popliteal vein	Acute embolism and thrombosis of left popliteal vein
Clubbing likely secondary to the lung disease	R68.3	Clubbing of fingers	Clubbing of fingers
cluster headache, meningitis	G44.009	Cluster headache syndrome, unspecified, not intractable	Cluster headache syndrome, unspecified, not intractable
coagulopathy and liver	D68.9	Coagulation defect, unspecified	Coagulation defect, unspecified
coagulopathy as well as ascites	D68.9	Coagulation defect, unspecified	Coagulation defect, unspecified
Coagulopathy due to cirrhosis of liver	D68.9	Coagulation defect, unspecified	Coagulation defect, unspecified
coagulopathy from the cirrhosis of liver	D68.9	Coagulation defect, unspecified	Coagulation defect, unspecified
cocaine	T40.5X2A	Poisoning by cocaine, intentional self-harm, init encntr	Poisoning by cocaine, intentional self-harm, initial encounter
cocaine abuse, transferred from LifeCare Hospital originally for necrotic	F14.10	Cocaine abuse, uncomplicated	Cocaine abuse, uncomplicated
cocaine drug	F14.90	Cocaine use, unspecified, uncomplicated	Cocaine use, unspecified, uncomplicated
coccydynia	M53.3	Sacrococcygeal disorders, not elsewhere classified	Sacrococcygeal disorders, not elsewhere classified
cold sore	B00.1	Herpesviral vesicular dermatitis	Herpesviral vesicular dermatitis
Colitis 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
colitis as well as proctitis	K62.89	Other specified diseases of anus and rectum	Other specified diseases of anus and rectum
colitis extending from the rectum	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis extending from the rectum through mid descending colon	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis with abscess	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis, bowel	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis, food poisoning.	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis, sepsis	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis, viral	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis: diarrhea	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
collapse of the lung	J98.19	Other pulmonary collapse	Other pulmonary collapse
collapse	R55	Syncope and collapse	Syncope and collapse
collapse of left lower lobe and bilateral pleural	J98.19	Other pulmonary collapse	Other pulmonary collapse
collapse of the lung	J98.19	Other pulmonary collapse	Other pulmonary collapse