Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Recurrent cellulitis of the lower extremities	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Recurrent cholelithiasis	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
Recurrent chronic renal failure	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
recurrent CP	R07.9	Chest pain, unspecified	Chest pain, unspecified
recurrent CVA	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
recurrent diagnosis of COVID-19 pneumonia	J12.89	Other viral pneumonia	Other viral pneumonia
Recurrent dislocation of R hip	M24.459	Recurrent dislocation, unspecified hip	Recurrent dislocation, unspecified hip
recurrent diverticulitis	K57.92	Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed	Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding
Recurrent dizziness	R42	Dizziness and giddiness	Dizziness and giddiness
recurrent empyema	J86.9	Pyothorax without fistula	Pyothorax without fistula
recurrent episode of colitis	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
recurrent episodes of AMS	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Recurrent episodes of vomiting	R11.10	Vomiting, unspecified	Vomiting, unspecified
recurrent ESBL pyelonephritis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
recurrent high fever	R50.9	Fever, unspecified	Fever, unspecified
recurrent HSV meningitis	Z86.61	Personal history of infections of the central nervous system	Personal history of infections of the central nervous system
recurrent hydropneumothorax	J94.8	Other specified pleural conditions	Other specified pleural conditions
recurrent jaw pain, left arm	R68.84	Jaw pain	Jaw pain
Recurrent left ischial osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Recurrent left knee infection	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
recurrent left lower lobe atelectasis	J98.11	Atelectasis	Atelectasis
recurrent lung infection	J98.4	Other disorders of lung	Other disorders of lung
recurrent osteomyelitis involving the ischial bone	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
recurrent pilonidal cyst	L05.91	Pilonidal cyst without abscess	Pilonidal cyst without abscess
recurrent PNA	Z87.01	Personal history of pneumonia (recurrent)	Personal history of pneumonia (recurrent)
recurrent prostatitis	Z87.438	Personal history of other diseases of male genital organs	Personal history of other diseases of male genital organs
recurrent pyelonephritis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
recurrent septic arthritis	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
recurrent sinusitis, she requested infectious disease consultation.	J01.91	Acute recurrent sinusitis, unspecified	Acute recurrent sinusitis, unspecified
recurrent spells	R56.9	Unspecified convulsions	Unspecified convulsions
recurrent thrombocytopenia	D69.6	Thrombocytopenia, unspecified	Thrombocytopenia, unspecified
Recurrent urinary infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
Reduced mobility	Z74.09	Other reduced mobility	Other reduced mobility
reflex to a throat	R29.2	Abnormal reflex	Abnormal reflex
Refractory diarrhea	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
refractory vomiting	R11.10	Vomiting, unspecified	Vomiting, unspecified
renal biopsy showed lupus nephritis	M32.14	Glomerular disease in systemic lupus erythematosus	Glomerular disease in systemic lupus erythematosus
renal calculi	N20.0	Calculus of kidney	Calculus of kidney
renal cancer	C64.9	Malignant neoplasm of unsp kidney, except renal pelvis	Malignant neoplasm of unspecified kidney, except renal pelvis
renal colic w/hydronephrosis	N23	Unspecified renal colic	Unspecified renal colic
renal colic, pyelonephritis	N23	Unspecified renal colic	Unspecified renal colic
Renal Disease was on dialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
renal disease - CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
renal disease on hemodialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
renal disease, currently he is on hemodialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
renal disease, dialysis MWF	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
renal disease, on dialysis	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
renal failure (AIN	K62.82	Dysplasia of anus	Dysplasia of anus
Renal Failure - Some component of Chronic kidney disease	N19	Unspecified kidney failure	Unspecified kidney failure
Renal Failure Dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
REnal failure HD	N19	Unspecified kidney failure	Unspecified kidney failure
Renal failure likely from untreated hypertension	N19	Unspecified kidney failure	Unspecified kidney failure
renal failure on dialysis	N19	Unspecified kidney failure	Unspecified kidney failure
renal failure on Peritoneal dialysis	N19	Unspecified kidney failure	Unspecified kidney failure
renal failure requiring ongoing HD	N19	Unspecified kidney failure	Unspecified kidney failure
RENAL FAILURE, CHRONIC DEMENTIA	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
renal failure, on hemodialysis	N19	Unspecified kidney failure	Unspecified kidney failure
renal failure, thyroid	N19	Unspecified kidney failure	Unspecified kidney failure
RENAL FAILURE, WOUND CARE	N19	Unspecified kidney failure	Unspecified kidney failure
renal failure/uncontrolled	N19	Unspecified kidney failure	Unspecified kidney failure
renal functions CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Renal Infarct w/gastritis	N28.0	Ischemia and infarction of kidney	Ischemia and infarction of kidney
renal insufficiency, chronic anemia	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
renal insufficiency, pancreatitis	N28.9	Disorder of kidney and ureter, unspecified	Disorder of kidney and ureter, unspecified
Renal Mass " 2.8 cm left renal	N28.89	Other specified disorders of kidney and ureter	Other specified disorders of kidney and ureter
renal nephrosclerosis	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
renal recovery for crescent glomerulonephritis	N08	Glomerular disorders in diseases classified elsewhere	Glomerular disorders in diseases classified elsewhere
renal scarring	N28.89	Other specified disorders of kidney and ureter	Other specified disorders of kidney and ureter
Renal stone involving the bladder	N20.0	Calculus of kidney	Calculus of kidney
renal transplant status with chronic	Z94.0	Kidney transplant status	Kidney transplant status
renal transplant, type 2	Z94.0	Kidney transplant status	Kidney transplant status
renal ultrasound at this time as his acute kidney injury is mild	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
resp failure and renal	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
resp failure hypoxia	J96.91	Respiratory failure, unspecified with hypoxia	Respiratory failure, unspecified with hypoxia
resp failure, renal failure	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
Resp failure: Due to asthma	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
respiratory arrest	R09.2	Respiratory arrest	Respiratory arrest
RESPIRATORY ARREST- BOWEL PERFORATION	K63.1	Perforation of intestine (nontraumatic)	Perforation of intestine (nontraumatic)
respiratory distress as well as tachypnea	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
Respiratory distress with hypoxia	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
respiratory distress with tachypnea	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
respiratory failure - A. fib with RVR	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
Respiratory failure - improved after three consecutive HD	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
Respiratory failure - improving with dialysis	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
respiratory failure due to pul edema	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
respiratory failure with hypercapnia	J96.92	Respiratory failure, unspecified with hypercapnia	Respiratory failure, unspecified with hypercapnia
respiratory failure with hypoxia 2, hyperglycemia	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
respiratory failure with hypoxia 2, hyperglycemia	J96.91	Respiratory failure, unspecified with hypoxia	Respiratory failure, unspecified with hypoxia
respiratory failure, pneumonia.	J96.90	Respiratory failure, unsp, unsp w hypoxia or hypercapnia	Respiratory failure, unspecified, unspecified whether with hypoxia or hypercapnia
Respiratory Insufficiency -due to sepsis	R06.89	Other abnormalities of breathing	Other abnormalities of breathing
respiratory status- developed tachypnea	R06.82	Tachypnea, not elsewhere classified	Tachypnea, not elsewhere classified
restless leg syndrome, obstructive sleep	G25.81	Restless legs syndrome	Restless legs syndrome
restless legs , stomache ulcer	G25.81	Restless legs syndrome	Restless legs syndrome
retained foreign body in the soft tissue	M79.5	Residual foreign body in soft tissue	Residual foreign body in soft tissue
retention of the NG in the stomach	K31.89	Other diseases of stomach and duodenum	Other diseases of stomach and duodenum
retina detachment	H33.20	Serous retinal detachment, unspecified eye	Serous retinal detachment, unspecified eye
retina for retinal detachment	H33.20	Serous retinal detachment, unspecified eye	Serous retinal detachment, unspecified eye
Retroperitoneal adenopathy	R59.9	Enlarged lymph nodes, unspecified	Enlarged lymph nodes, unspecified
rhabdo, anemia.	M62.82	Rhabdomyolysis	Rhabdomyolysis
rhabdo: renal	M62.82	Rhabdomyolysis	Rhabdomyolysis

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.