Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
acute kidney injury with CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute kidney injury, electrolyte imbalance.	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute kidney injury, has been on hemodialysis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute kidney injury, likely secondary to sepsis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute kidney injury, likely secondary to the urinary obstruction	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
acute kidney injury, pancreatitis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute kidney injury, required temporary dialysis.	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
Acute L sided Chest Pain	R07.9	Chest pain, unspecified	Chest pain, unspecified
acute L1 compression fracture	M48.56XA	Collapsed vertebra, NEC, lumbar region, init	Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture
Acute L3 compression fracture	M48.56XA	Collapsed vertebra, NEC, lumbar region, init	Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture
acute large left MCA ischemic stroke	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Acute large left MCA stroke	I63.512	Cereb infrc d/t unsp occls or stenos of left mid cereb art	Cerebral infarction due to unspecified occlusion or stenosis of left middle cerebral artery
acute large vessel infarct	I89.8	Oth noninfective disorders of lymphatic vessels and nodes	Other specified noninfective disorders of lymphatic vessels and lymph nodes
acute lateral chest wall pain	R07.89	Other chest pain	Other chest pain
acute lateral neck pain	M54.2	Cervicalgia	Cervicalgia
Acute Left Knee prepatellar bursitis	M70.42	Prepatellar bursitis, left knee	Prepatellar bursitis, left knee
Acute left Bell's palsy	G51.0	Bell's palsy	Bell's palsy
Acute left cervical radiculopathy	M54.12	Radiculopathy, cervical region	Radiculopathy, cervical region
acute left ear pain	H92.02	Otalgia, left ear	Otalgia, left ear
acute left lower leg pain	M79.662	Pain in left lower leg	Pain in left lower leg
Acute left MCA stroke	I63.512	Cereb infrc d/t unsp occls or stenos of left mid cereb art	Cerebral infarction due to unspecified occlusion or stenosis of left middle cerebral artery
acute left MCA territory stroke	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
acute left sided kidney stone	N20.0	Calculus of kidney	Calculus of kidney
Acute left subdural hematoma	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
Acute left upper quadrant pain	R10.12	Left upper quadrant pain	Left upper quadrant pain
acute left ureteral stone	N20.1	Calculus of ureter	Calculus of ureter
acute leg pain, skin	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
acute leukocytosis	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
acute light headedness	R42	Dizziness and giddiness	Dizziness and giddiness
Acute liver failure	K72.00	Acute and subacute hepatic failure without coma	Acute and subacute hepatic failure without coma
acute low abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute lower GI bleed	K92.2	Gastrointestinal hemorrhage, unspecified	Gastrointestinal hemorrhage, unspecified
acute lower UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
acute lumbar sprain	S33.5XXA	Sprain of ligaments of lumbar spine, initial encounter	Sprain of ligaments of lumbar spine, initial encounter
Acute megaloblastic anemia	D53.9	Nutritional anemia, unspecified	Nutritional anemia, unspecified
acute meningitis	G03.9	Meningitis, unspecified	Meningitis, unspecified
Acute metabolic encephalopathy secondary to uremia	G93.41	Metabolic encephalopathy	Metabolic encephalopathy
acute methamphetamine intoxication	T43.625A	Adverse effect of amphetamines, initial encounter	Adverse effect of amphetamines, initial encounter
Acute migraine exacerbation	G43.909	Migraine, unsp, not intractable, without status migrainosus	Migraine, unspecified, not intractable, without status migrainosus
Acute muscle weakness	M62.81	Muscle weakness (generalized)	Muscle weakness (generalized)
acute myocardial infarct	I21.9	Acute myocardial infarction, unspecified	Acute myocardial infarction, unspecified
Acute nasal Fracture	S02.2XXA	Fracture of nasal bones, init encntr for closed fracture	Fracture of nasal bones, initial encounter for closed fracture
Acute nausea/vomiting	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
Acute new-onset ascites	R18.8	Other ascites	Other ascites
acute non-Q wave MI	I21.9	Acute myocardial infarction, unspecified	Acute myocardial infarction, unspecified
Acute non-ST myocardial infarction combination of the sepsis	I21.4	Non-ST elevation (NSTEMI) myocardial infarction	Non-ST elevation (NSTEMI) myocardial infarction
Acute non-ST segment elevation myocardial infarction [Type 2	I25.2	Old myocardial infarction	Old myocardial infarction
acute nonhemorrhagic lacunar infarct in left basal ganglia	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
acute on chronic thigh pain	M79.659	Pain in unspecified thigh	Pain in unspecified thigh
acute on chrnoic renal failure	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute on chroic Anemia	D64.9	Anemia, unspecified	Anemia, unspecified
acute on chronic 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
Acute on chronic anemia secondary to acute blood loss	D64.9	Anemia, unspecified	Anemia, unspecified
Acute on chronic blood loss anemia	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
Acute on chronic CHF w/hypoxia	I50.9	Heart failure, unspecified	Heart failure, unspecified
Acute on chronic chronic vent dependent resp failure	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 compression fracture of T3	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
acute on chronic congestive heart failure, likely systolic	I50.23	Acute on chronic systolic (congestive) heart failure	Acute on chronic systolic (congestive) heart failure
ACUTE ON CHRONIC COPD- COVID PNA	U07.1	COVID-19	COVID-19
Acute on chronic diarrhea	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
acute on chronic diarrhea w/hyponatremia	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
Acute on Chronic Exacerbation of CHF	I50.9	Heart failure, unspecified	Heart failure, unspecified
Acute on chronic exacerbation CHF	I50.9	Heart failure, unspecified	Heart failure, unspecified
Acute on chronic exacerbation of diastolic congestive failure	I50.9	Heart failure, unspecified	Heart failure, unspecified
acute on chronic gangrenous	I96	Gangrene, not elsewhere classified	Gangrene, not elsewhere classified
acute on chronic hypothyroid	E03.9	Hypothyroidism, unspecified	Hypothyroidism, unspecified
acute on chronic hypoxic and hypercapnic respiratory failure	J96.22	Acute and chronic respiratory failure with hypercapnia	Acute and chronic respiratory failure with hypercapnia
Acute on chronic kidney disease stage III	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Acute on chronic kidney disease stage IV	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
ACUTE ON CHRONIC LIVER DISEASE	K76.9	Liver disease, unspecified	Liver disease, unspecified
Acute on Chronic nausea and vomiting	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
acute on chronic non-ST myocardial infarction	I21.4	Non-ST elevation (NSTEMI) myocardial infarction	Non-ST elevation (NSTEMI) myocardial infarction
acute on chronic pain advised to elevate legs	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
Acute on chronic pancreatitis	K85.90	Acute pancreatitis without necrosis or infection, unsp	Acute pancreatitis without necrosis or infection, unspecified
Acute on chronic psychosis	F29	Unsp psychosis not due to a substance or known physiol cond	Unspecified psychosis not due to a substance or known physiological condition
acute on chronic rash	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
acute on chronic renal failure with progressive	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Acute on chronic renal failure with acute on chr	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Acute on chronic sacral ulcers	L89.159	Pressure ulcer of sacral region, unspecified stage	Pressure ulcer of sacral region, unspecified stage
Acute on chronic severe systolic heart failure	I50.23	Acute on chronic systolic (congestive) heart failure	Acute on chronic systolic (congestive) heart failure
acute on chronic subdural hematoma	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
Acute on chronic subdural hematoma	Z86.79	Personal history of other diseases of the circulatory system	Personal history of other diseases of the circulatory system
Acute on chronic systolic and diastolic heart failure	I50.43	Acute on chronic combined systolic and diastolic hrt fail	Acute on chronic combined systolic (congestive) and diastolic (congestive) heart failure
acute on chronic ulcerative colitis	K51.90	Ulcerative colitis, unspecified, without complications	Ulcerative colitis, unspecified, without complications
Acute on hyperglycemia	R73.9	Hyperglycemia, unspecified	Hyperglycemia, unspecified
Acute on hypoxic	R09.02	Hypoxemia	Hypoxemia
acute on subacute hematuria	R31.9	Hematuria, unspecified	Hematuria, unspecified
acute onset abdominal distention	R14.0	Abdominal distension (gaseous)	Abdominal distension (gaseous)
acute onset abdominal pain, secondary to incarcerated	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute onset atrial fibrillation with RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
acute onset injury left ankle	S99.912A	Unspecified injury of left ankle, initial encounter	Unspecified injury of left ankle, initial encounter
acute onset of allergic reaction	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
acute onset of chest pain	R07.9	Chest pain, unspecified	Chest pain, unspecified
acute onset of Nausea	R11.0	Nausea	Nausea
acute onset of alcohol withdrawal	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
acute onset of altered mental status	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
acute onset of an allergic reaction	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
acute onset of asthma exacerbation	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
acute onset of dyspnea	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
acute onset of her chronic back pain	M54.9	Dorsalgia, unspecified	Dorsalgia, unspecified

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.