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
ckd, presetns with failure	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD, will do steroids	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
CKD: renal	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
clammy there is still having difficulty getting IV access with systolic	B65.3	Cercarial dermatitis	Cercarial dermatitis
Claudication of the left leg	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
cleans	Z43.9	Encounter for attention to unspecified artificial opening	Encounter for attention to unspecified artificial opening
Clubbing secondary to the lung disease	R68.3	Clubbing of fingers	Clubbing of fingers
coagulopathy , metabolic	D68.9	Coagulation defect, unspecified	Coagulation defect, unspecified
cocaine withdrawal	F14.90	Cocaine use, unspecified, uncomplicated	Cocaine use, unspecified, uncomplicated
coccygeal wound with cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Coccyx skin wound	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Coccyx wound cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cognitive deficit	G31.84	Mild cognitive impairment of uncertain or unknown etiology	Mild cognitive impairment of uncertain or unknown etiology
cognitive disorder	F09	Unsp mental disorder due to known physiological condition	Unspecified mental disorder due to known physiological condition
cognitive impairment likely from dementia	G31.84	Mild cognitive impairment of uncertain or unknown etiology	Mild cognitive impairment of uncertain or unknown etiology
cognitive impairment, Dementia	G31.84	Mild cognitive impairment of uncertain or unknown etiology	Mild cognitive impairment of uncertain or unknown etiology
colic	R10.83	Colic	Colic
colitis with abscess	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
COLITIS	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis (infectious	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis at the ascending colon	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis is noted in descending segment	K51.50	Left sided colitis without complications	Left sided colitis without complications
colitis is soley related to acute exacerbation	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis with a GI bleed	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis within the first couple of months of the illness	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis, liver disease	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis, constipation	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
colitis, obstruction	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
collagen vascular disease	M35.9	Systemic involvement of connective tissue, unspecified	Systemic involvement of connective tissue, unspecified
collapse of the femoral	R55	Syncope and collapse	Syncope and collapse
collapse of the lung	J98.19	Other pulmonary collapse	Other pulmonary collapse
collapse of the right lower lobe	J98.19	Other pulmonary collapse	Other pulmonary collapse
collapse of the right lower lobe and right middle lobe of the lung	J98.19	Other pulmonary collapse	Other pulmonary collapse
collapse of the right lower lobe and right middle lobe of the lung	R55	Syncope and collapse	Syncope and collapse
colles' fracture	S52.539A	Colles' fracture of unsp radius, init for clos fx	Colles' fracture of unspecified radius, initial encounter for closed fracture
colon [Done twice: once for cancer	C19	Malignant neoplasm of rectosigmoid junction	Malignant neoplasm of rectosigmoid junction
Colon cancer	C79.31	Secondary malignant neoplasm of brain	Secondary malignant neoplasm of brain
colon is fluid-filled suggesting a diarrheal	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
colon perforation with abscess	K63.1	Perforation of intestine (nontraumatic)	Perforation of intestine (nontraumatic)
colonic perforation	K63.1	Perforation of intestine (nontraumatic)	Perforation of intestine (nontraumatic)
colonic polyps	Z86.010	Personal history of colonic polyps	Personal history of colonic polyps
color of sputum	R09.3	Abnormal sputum	Abnormal sputum
colorectal malignancy	C18.9	Malignant neoplasm of colon, unspecified	Malignant neoplasm of colon, unspecified
comfort care	Z51.5	Encounter for palliative care	Encounter for palliative care
comfort measures as patient is unlikley to survive this illness	Z51.5	Encounter for palliative care	Encounter for palliative care
common bile duct obstruction	K83.1	Obstruction of bile duct	Obstruction of bile duct
Common variable agammaglobulinemia	D80.1	Nonfamilial hypogammaglobulinemia	Nonfamilial hypogammaglobulinemia
community acquired pneumonia Progression of ch allograft nephropathy	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Community acquired pneumonia: COVID-19 test came back	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
complete heart block	I44.2	Atrioventricular block, complete	Atrioventricular block, complete
complete heart block etc. during his low risk	I44.2	Atrioventricular block, complete	Atrioventricular block, complete
Complete hysterectomy	Z90.710	Acquired absence of both cervix and uterus	Acquired absence of both cervix and uterus
complex tear	S83.239A	Cmplx tear of medial mensc, current injury, unsp knee, init	Complex tear of medial meniscus, current injury, unspecified knee, initial encounter
Complicated Citrobacter freundii urinary tract infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Complicated pancreatitis	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
complicated psychiatric history	Z86.59	Personal history of other mental and behavioral disorders	Personal history of other mental and behavioral disorders
Complicated UTI	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
complication from being bedridden	Z74.01	Bed confinement status	Bed confinement status
complication of aspiration pneumonia	J69.0	Pneumonitis due to inhalation of food and vomit	Pneumonitis due to inhalation of food and vomit
complications from the diabetes	E11.9	Type 2 diabetes mellitus without complications	Type 2 diabetes mellitus without complications
complications including sepsis	A41.9	Sepsis, unspecified organism	Sepsis, unspecified organism
complications of cirrhosis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
complications of tracheostomy	Z93.0	Tracheostomy status	Tracheostomy status
COMPLICATIONS: patient haladderrge gallstone	K80.20	Calculus of gallbladder w/o cholecystitis w/o obstruction	Calculus of gallbladder without cholecystitis without obstruction
COMPLICATIONS: perforated duodenal ulcer	K26.5	Chronic or unspecified duodenal ulcer with perforation	Chronic or unspecified duodenal ulcer with perforation
COMPLICATIONS: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
COMPLICATIONS:umbilical hernia	K42.9	Umbilical hernia without obstruction or gangrene	Umbilical hernia without obstruction or gangrene
compression and reduced venous	I87.1	Compression of vein	Compression of vein
compression fracture at L3	M48.56XA	Collapsed vertebra, NEC, lumbar region, init	Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture
compression fracture of indeterminate age in the noted L2	M48.56XA	Collapsed vertebra, NEC, lumbar region, init	Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture
compression fracture of the inferior endplate of T12	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
compression fracture of the L3	Z87.312	Personal history of (healed) stress fracture	Personal history of (healed) stress fracture
compression fractures	Z87.312	Personal history of (healed) stress fracture	Personal history of (healed) stress fracture
compression fractures at the level of L1	Z87.312	Personal history of (healed) stress fracture	Personal history of (healed) stress fracture
compression fractures of thoracic and lumbar spine	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
compression fx	Z87.312	Personal history of (healed) stress fracture	Personal history of (healed) stress fracture
Compression fx L1	M48.56XA	Collapsed vertebra, NEC, lumbar region, init	Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture
compression of the ureter	N13.5	Crossing vessel and stricture of ureter w/o hydronephrosis	Crossing vessel and stricture of ureter without hydronephrosis
Congenital anomaly of eye [right eye	Q15.9	Congenital malformation of eye, unspecified	Congenital malformation of eye, unspecified
Congenital deformity	Q89.9	Congenital malformation, unspecified	Congenital malformation, unspecified
congenital deformity of the leg	Q68.8	Other specified congenital musculoskeletal deformities	Other specified congenital musculoskeletal deformities
congenital heart disease	Q24.9	Congenital malformation of heart, unspecified	Congenital malformation of heart, unspecified
congestive heart failure (CHF	I50.9	Heart failure, unspecified	Heart failure, unspecified
congestive heart failure going for the cardiac catheterization	I50.9	Heart failure, unspecified	Heart failure, unspecified
congestive heart failure with cardiomyopathy	I50.9	Heart failure, unspecified	Heart failure, unspecified
congestive heart failure with chronic kidney disease	I50.9	Heart failure, unspecified	Heart failure, unspecified
congestive heart failure with diastolic	I50.30	Unspecified diastolic (congestive) heart failure	Unspecified diastolic (congestive) heart failure
congestive heart failure with end-stage renal disease	I50.9	Heart failure, unspecified	Heart failure, unspecified
congestive heart failure with overall preserved LV systolic	I50.20	Unspecified systolic (congestive) heart failure	Unspecified systolic (congestive) heart failure
congestive heart failure, cardiac	I50.9	Heart failure, unspecified	Heart failure, unspecified
congestive heart failure, currently stable	I50.9	Heart failure, unspecified	Heart failure, unspecified
Congestive heart failure, likely secondary to diastolic dysfunction	I50.30	Unspecified diastolic (congestive) heart failure	Unspecified diastolic (congestive) heart failure
Congestive heart failure, possibly acute diastolic	I50.31	Acute diastolic (congestive) heart failure	Acute diastolic (congestive) heart failure
Congestive heart failure, possibly due to the systolic dysfunction	I50.20	Unspecified systolic (congestive) heart failure	Unspecified systolic (congestive) heart failure
Congestive hepatitis	K75.9	Inflammatory liver disease, unspecified	Inflammatory liver disease, unspecified
Conjunctival Hemorrhage	H11.30	Conjunctival hemorrhage, unspecified eye	Conjunctival hemorrhage, unspecified eye
conjunctival hemorrhage to right eye	H11.31	Conjunctival hemorrhage, right eye	Conjunctival hemorrhage, right eye
conjunctivitis as well as small sized corneal	H10.9	Unspecified conjunctivitis	Unspecified conjunctivitis
conjunctivitis of the right eye	H10.9	Unspecified conjunctivitis	Unspecified conjunctivitis
conjunctivitis r eye	H10.9	Unspecified conjunctivitis	Unspecified conjunctivitis