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 left proximal tibial osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
chronic leftward deviation of the nasal septum	J34.2	Deviated nasal septum	Deviated nasal septum
chronic limb pain	M79.609	Pain in unspecified limb	Pain in unspecified limb
chronic liver problems	Z60.2	Problems related to living alone	Problems related to living alone
Chronic LLE DVT	I82.509	Chronic embolism and thombos unsp deep vn unsp low extrm	Chronic embolism and thrombosis of unspecified deep veins of unspecified lower extremity
chronic low back pain with sciatica	G89.29	Other chronic pain	Other chronic pain
chronic lower extremity neuropathy	G62.9	Polyneuropathy, unspecified	Polyneuropathy, unspecified
chronic lung disease, currently stable	J98.4	Other disorders of lung	Other disorders of lung
Chronic lymphedema of the lower extremities	I89.0	Lymphedema, not elsewhere classified	Lymphedema, not elsewhere classified
Chronic lymphedema, bilateral lower extremity	I89.0	Lymphedema, not elsewhere classified	Lymphedema, not elsewhere classified
chronic mild protein-calorie malnutrition	E44.1	Mild protein-calorie malnutrition	Mild protein-calorie malnutrition
chronic morbid obesity	E66.01	Morbid (severe) obesity due to excess calories	Morbid (severe) obesity due to excess calories
chronic neuropathy	G62.9	Polyneuropathy, unspecified	Polyneuropathy, unspecified
chronic nonhealing left heel ulcer	L97.429	Non-prs chronic ulcer of left heel and midfoot w unsp severt	Non-pressure chronic ulcer of left heel and midfoot with unspecified severity
chronic nonhealing sacral decubitus ulcer	L89.159	Pressure ulcer of sacral region, unspecified stage	Pressure ulcer of sacral region, unspecified stage
chronic obstruction syndrome	J44.9	Chronic obstructive pulmonary disease, unspecified	Chronic obstructive pulmonary disease, unspecified
Chronic obstructive lung disease exacerbation	J44.1	Chronic obstructive pulmonary disease w (acute) exacerbation	Chronic obstructive pulmonary disease with (acute) exacerbation
chronic obstructive pulmonary disease exacerbation with pneumonia	J44.1	Chronic obstructive pulmonary disease w (acute) exacerbation	Chronic obstructive pulmonary disease with (acute) exacerbation
chronic obstructive pulmonary disease exacerbation, likely due to pneumonia	J44.1	Chronic obstructive pulmonary disease w (acute) exacerbation	Chronic obstructive pulmonary disease with (acute) exacerbation
chronic obstructive pulmonary disease, end-stage renal disease.	J44.9	Chronic obstructive pulmonary disease, unspecified	Chronic obstructive pulmonary disease, unspecified
Chronic obstructive pulmonary disease, very mild	J44.9	Chronic obstructive pulmonary disease, unspecified	Chronic obstructive pulmonary disease, unspecified
Chronic opioid-induced constipation	K59.00	Constipation, unspecified	Constipation, unspecified
chronic otitis media	H66.90	Otitis media, unspecified, unspecified ear	Otitis media, unspecified, unspecified ear
Chronic pain [Left arm	G89.29	Other chronic pain	Other chronic pain
chronic pain due to gout	G89.29	Other chronic pain	Other chronic pain
Chronic pain following a right shoulder	M25.511	Pain in right shoulder	Pain in right shoulder
chronic pain in her legs	G89.29	Other chronic pain	Other chronic pain
Chronic pain in the joint	G89.29	Other chronic pain	Other chronic pain
chronic pain syndrome	G89.4	Chronic pain syndrome	Chronic pain syndrome
chronic pain to lle	G89.29	Other chronic pain	Other chronic pain
chronic pain to lower back	G89.29	Other chronic pain	Other chronic pain
Chronic pain, currently controlled	G89.29	Other chronic pain	Other chronic pain
Chronic Pain- opioid dependence	F11.20	Opioid dependence, uncomplicated	Opioid dependence, uncomplicated
chronic painful	G89.29	Other chronic pain	Other chronic pain
chronic pelvic relaxation	N81.89	Other female genital prolapse	Other female genital prolapse
Chronic Pericardial Effusion	I31.3	Pericardial effusion (noninflammatory)	Pericardial effusion (noninflammatory)
chronic peripheral edema	R60.9	Edema, unspecified	Edema, unspecified
Chronic pressure ulcer	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
chronic psychiatric disorder	F99	Mental disorder, not otherwise specified	Mental disorder, not otherwise specified
chronic pulmonary embolism	Z86.711	Personal history of pulmonary embolism	Personal history of pulmonary embolism
Chronic Radiculopathy	M54.10	Radiculopathy, site unspecified	Radiculopathy, site unspecified
Chronic rectal prolapse	K62.3	Rectal prolapse	Rectal prolapse
chronic renal cyst	N28.1	Cyst of kidney, acquired	Cyst of kidney, acquired
chronic renal failure	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
chronic renal failure #4 headache	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Chronic renal failure [50% kidney	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Chronic renal failure CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Chronic Renal failure on Hemodialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
chronic renal failure with acute	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
chronic respiratory failure with hypoxemia	J96.10	Chronic respiratory failure, unsp w hypoxia or hypercapnia	Chronic respiratory failure, unspecified whether with hypoxia or hypercapnia
chronic respiratory failure, likely more CO2 retention	J96.10	Chronic respiratory failure, unsp w hypoxia or hypercapnia	Chronic respiratory failure, unspecified whether with hypoxia or hypercapnia
chronic right basla ganglia lacunar infarct	Z86.73	Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits	Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits
chronic right diabetic foot ulcer	E11.621	Type 2 diabetes mellitus with foot ulcer	Type 2 diabetes mellitus with foot ulcer
chronic right otitis	H66.90	Otitis media, unspecified, unspecified ear	Otitis media, unspecified, unspecified ear
Chronic right shoulder pain	G89.29	Other chronic pain	Other chronic pain
chronic shortness of breath due to COPD	R06.02	Shortness of breath	Shortness of breath
chronic smoker, uterine	Z87.891	Personal history of nicotine dependence	Personal history of nicotine dependence
chronic sob w/his copd	R06.02	Shortness of breath	Shortness of breath
Chronic Spinal Stenosis	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
chronic steroid therapy	Z92.241	Personal history of systemic steroid therapy	Personal history of systemic steroid therapy
Chronic systolic and diastolic congestive heart failure	I50.9	Heart failure, unspecified	Heart failure, unspecified
Chronic systolic and diastolic heart failure	I50.42	Chronic combined systolic and diastolic hrt fail	Chronic combined systolic (congestive) and diastolic (congestive) heart failure
Chronic systolic CHF	I50.22	Chronic systolic (congestive) heart failure	Chronic systolic (congestive) heart failure
Chronic systolic congestive heart failure	I50.22	Chronic systolic (congestive) heart failure	Chronic systolic (congestive) heart failure
Chronic thrombocytopenia, secondary to liver cirrhosis	D69.6	Thrombocytopenia, unspecified	Thrombocytopenia, unspecified
chronic tobacco abuse	Z87.891	Personal history of nicotine dependence	Personal history of nicotine dependence
chronic tobacco use	F17.200	Nicotine dependence, unspecified, uncomplicated	Nicotine dependence, unspecified, uncomplicated
chronic tobacco use, left knee	Z87.891	Personal history of nicotine dependence	Personal history of nicotine dependence
Chronic tracheostomy	Z93.0	Tracheostomy status	Tracheostomy status
chronic type 2 diabetes mellitus	E11.9	Type 2 diabetes mellitus without complications	Type 2 diabetes mellitus without complications
Chronic Urinary obstruction	N13.9	Obstructive and reflux uropathy, unspecified	Obstructive and reflux uropathy, unspecified
Chronic urinary tract infections	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
circulating anticoagulant	D68.318	Oth hemorrhagic disord d/t intrns circ anticoag,antib,inhib	Other hemorrhagic disorder due to intrinsic circulating anticoagulants, antibodies, or inhibitors
circumcised when medically stable	Z41.2	Encounter for routine and ritual male circumcision	Encounter for routine and ritual male circumcision
Cirrhosis - transfer to UTSW planned today for Liver	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis is complicated	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis presents for N/V	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
cirrhosis splenomegaly	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis, comes to the ER for dialysis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis, esophageal	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis, Pneumonia	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhosis, present w/ progressive	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
Cirrhotic appearance of the liver	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhotic liver with splenomegaly	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
cirrhotic morphology to the liver	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
CKD - he has CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD - he has ckd	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD BIB EMS for fall	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
CKD due to hypertension	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD for several years from diabetic nephropathy	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD M-W-F dialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD on hemodialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD on MWF Dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
CKD stage 3 admitted with progressive	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD stage IV - renal	N18.4	Chronic kidney disease, stage 4 (severe)	Chronic kidney disease, stage 4 (severe)
CKD, also has chronic	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, asthma.	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, epilepsy	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, hematuria.	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, on hemodialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified