Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
acute on chronic renal failure, the patient needed renal	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Acute on chronic renal insufficiency	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Acute on chronic respiratory failure secondary to hypoxemia	J96.21	Acute and chronic respiratory failure with hypoxia	Acute and chronic respiratory failure with hypoxia
Acute on chronic respiratory failure secondary to pneumonia	J96.20	Acute and chr resp failure, unsp w hypoxia or hypercapnia	Acute and chronic respiratory failure, unspecified whether with hypoxia or hypercapnia
ACUTE ON CHRONIC SEIZURE	R56.9	Unspecified convulsions	Unspecified convulsions
Acute on chronic stage III kidney disease	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
acute onset abdominal pain associated with diarrhea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute onset abdominal pain associated with nausea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute onset abdominal Pain, feeling like he needed to have a bowel	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute onset af chest pain	R07.9	Chest pain, unspecified	Chest pain, unspecified
Acute onset dysarthria	R47.1	Dysarthria and anarthria	Dysarthria and anarthria
acute onset hypoglycemia	E16.2	Hypoglycemia, unspecified	Hypoglycemia, unspecified
acute onset left arm hemiparesis	G81.94	Hemiplegia, unspecified affecting left nondominant side	Hemiplegia, unspecified affecting left nondominant side
acute onset lower abdominal pain	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
acute onset nausea	R11.0	Nausea	Nausea
acute onset of alcoholic pancreatitis	K85.20	Alcohol induced acute pancreatitis without necrosis or infct	Alcohol induced acute pancreatitis without necrosis or infection
acute onset of epigastric abdominal pain	R10.13	Epigastric pain	Epigastric pain
acute onset of left flank pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute onset of seizure	R56.9	Unspecified convulsions	Unspecified convulsions
acute onset of sore throat	J02.9	Acute pharyngitis, unspecified	Acute pharyngitis, unspecified
Acute onset of visual disturbances	H53.9	Unspecified visual disturbance	Unspecified visual disturbance
acute onset right lower quadrant abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute onset seizures	R56.9	Unspecified convulsions	Unspecified convulsions
acute onset sharp abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
ACUTE ONSET URINARY RETENTION LIKELY DUE TO CONSTIPATION	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
acute orbital inflammation of the right eye	H05.00	Unspecified acute inflammation of orbit	Unspecified acute inflammation of orbit
acute osteomyelitis 1st MCJ right foot	M86.171	Other acute osteomyelitis, right ankle and foot	Other acute osteomyelitis, right ankle and foot
acute osteomyelitis involving the tibia	M86.169	Other acute osteomyelitis, unspecified tibia and fibula	Other acute osteomyelitis, unspecified tibia and fibula
acute osteomyelitis of right foot	M86.171	Other acute osteomyelitis, right ankle and foot	Other acute osteomyelitis, right ankle and foot
acute osteomyelitis of the proximal phalanx	M86.10	Other acute osteomyelitis, unspecified site	Other acute osteomyelitis, unspecified site
acute otitis media of the left ear	H66.92	Otitis media, unspecified, left ear	Otitis media, unspecified, left ear
acute otitis media, right ear	H66.91	Otitis media, unspecified, right ear	Otitis media, unspecified, right ear
acute ovarian cyst	N83.209	Unspecified ovarian cyst, unspecified side	Unspecified ovarian cyst, unspecified side
acute pain in back	R52	Pain, unspecified	Pain, unspecified
Acute pain in left leg	R52	Pain, unspecified	Pain, unspecified
Acute pain in R great toe	R52	Pain, unspecified	Pain, unspecified
Acute pain in right great toe	R52	Pain, unspecified	Pain, unspecified
Acute pain right knee	R52	Pain, unspecified	Pain, unspecified
Acute pain secondary to trauma	R52	Pain, unspecified	Pain, unspecified
acute pain, leukocytosis	R52	Pain, unspecified	Pain, unspecified
Acute pain, partially controlled	R52	Pain, unspecified	Pain, unspecified
acute pancreatitis	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
Acute pancreatitis - EtOH	Z65.8	Oth problems related to psychosocial circumstances	Other specified problems related to psychosocial circumstances
ACUTE PANCREATITIS likely ETOH	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
Acute pancreatitis, likely combination of alcohol	K85.20	Alcohol induced acute pancreatitis without necrosis or infct	Alcohol induced acute pancreatitis without necrosis or infection
acute penile discharge	R36.9	Urethral discharge, unspecified	Urethral discharge, unspecified
Acute perforated sigmoid diverticulitis	K57.21	Dvtrcli of lg int w perforation and abscess w bleeding	Diverticulitis of large intestine with perforation and abscess with bleeding
acute pharyngitis #2 strep	J02.9	Acute pharyngitis, unspecified	Acute pharyngitis, unspecified
Acute pharyngitis, 2) Fever	J02.9	Acute pharyngitis, unspecified	Acute pharyngitis, unspecified
acute pneumonia with sepsis	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Acute Post-Op Urinary Retention	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
acute problem is vaginal bleeding	O20.9	Hemorrhage in early pregnancy, unspecified	Hemorrhage in early pregnancy, unspecified
acute processes such as hydronephrosis	N13.30	Unspecified hydronephrosis	Unspecified hydronephrosis
acute proximal ascending colon diverticulitis	K57.32	Dvtrcli of lg int w/o perforation or abscess w/o bleeding	Diverticulitis of large intestine without perforation or abscess without bleeding
acute pulmonary edema	J81.0	Acute pulmonary edema	Acute pulmonary edema
acute pulmonary embolism diagnosed on a CT chest	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
Acute pulmonary embolus in the right main pulmonary	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
acute pulmonary embolus, thoracic	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
acute pyelonephritis involving the right kidney	N10	Acute pyelonephritis	Acute pyelonephritis
acute pyelonephritis with hematuria	N10	Acute pyelonephritis	Acute pyelonephritis
acute pyelonephritis, urinary tract infection	N10	Acute pyelonephritis	Acute pyelonephritis
acute R chest wall pain	R07.89	Other chest pain	Other chest pain
Acute R sided bell's palsy	G51.0	Bell's palsy	Bell's palsy
acute radiculopathy	M54.10	Radiculopathy, site unspecified	Radiculopathy, site unspecified
acute rash appears to be scabies	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
acute rash lower extremities	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
Acute renal failreu - Prerenal azotemia	R39.2	Extrarenal uremia	Extrarenal uremia
Acute renal failure superimposed on CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure : oliguric ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
acute renal failure : due to ATN	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
Acute renal failure dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
acute renal failure needing hemodialysis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure secondary to contrast-induced nephropathy	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute renal failure was unable to do a CTA of the chest	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute renal failure with multiorgan failure	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
ACUTE RENAL FAILURE, EDEMA	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure, hypokalemia.	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure, on chronic kidney disease	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute renal failure, which led to end-stage renal disease	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute renal failure: Secondary to sepsis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute renal injury after Chest	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute resp failure secondary to cardiac arrest	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute resp failure secondary to seizure	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute respiratory distress w hypoxia	R06.03	Acute respiratory distress	Acute respiratory distress
Acute respiratory distress w/ hypoxemia	R06.03	Acute respiratory distress	Acute respiratory distress
acute respiratory failure due to hypoxemia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute Respiratory Failure from bilateral pneumonia	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute respiratory failure requiring chest	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute respiratory failure resolved with IV steroids	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute respiratory failure secondary to pleural effusion	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute respiratory failure with hypoxia secondary to aspirtaion pneumonia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure with hypoxia (resolved at discharge) Hypertension	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute Respiratory Failure with Hypoxia possibly due to pneumonia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure with hypoxia with minimal exacerbation	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure with worsening hypoxia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute respiratory failure, likely from chronic obstructive pulmonary disease	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute respiratory insufficiency	J80	Acute respiratory distress syndrome	Acute respiratory distress syndrome
Acute rheumatism	M79.0	Rheumatism, unspecified	Rheumatism, unspecified
acute right ureteral stone	N20.1	Calculus of ureter	Calculus of ureter
acute right corona radiata 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

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.