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
AKI mod	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI Multifactorial - ATN	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI needing CRRT during septic shock	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI needing dialysis	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
AKI on chronic kidney disease	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
aki on hd	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
AKI on CKD: renal	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI over CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI v CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI w/hyponatremia	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI with benign	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI with CKD	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI with hyponatremia	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI with metabolic acidosis	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, etoh abuse	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, hematuria	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, hypernatremia	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, pneumonia	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, sCr stable	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, SEPSIS	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI, she was found to have bacteremia	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI: progressive	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
AKI: requiring HD	Z99.2	Dependence on renal dialysis	Dependence on renal dialysis
AKI: Worsened renal	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Akinesia	R29.898	Oth symptoms and signs involving the musculoskeletal system	Other symptoms and signs involving the musculoskeletal system
Alcohol intoxication	F10.129	Alcohol abuse with intoxication, unspecified	Alcohol abuse with intoxication, unspecified
alcohol abuse along with withdrawal	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
alcohol abuse complicated	F10.10	Alcohol abuse, uncomplicated	Alcohol abuse, uncomplicated
alcohol abuse presents via EMS for unwitnessed fall	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
alcohol abuse, alcohol intoxication	F10.10	Alcohol abuse, uncomplicated	Alcohol abuse, uncomplicated
alcohol abuse, anxiety	F10.10	Alcohol abuse, uncomplicated	Alcohol abuse, uncomplicated
alcohol given coexisting seizure disorder	G40.909	Epilepsy, unsp, not intractable, without status epilepticus	Epilepsy, unspecified, not intractable, without status epilepticus
alcohol induced gastritis	K29.70	Gastritis, unspecified, without bleeding	Gastritis, unspecified, without bleeding
alcohol intoxication	F10.129	Alcohol abuse with intoxication, unspecified	Alcohol abuse with intoxication, unspecified
alcohol intoxication, metabolic	F10.129	Alcohol abuse with intoxication, unspecified	Alcohol abuse with intoxication, unspecified
alcohol intoxication, metabolic	T51.0X1A	Toxic effect of ethanol, accidental (unintentional), init	Toxic effect of ethanol, accidental (unintentional), initial encounter
alcohol liver cirrhosis	K70.30	Alcoholic cirrhosis of liver without ascites	Alcoholic cirrhosis of liver without ascites
alcohol use	F10.99	Alcohol use, unsp with unspecified alcohol-induced disorder	Alcohol use, unspecified with unspecified alcohol-induced disorder
alcohol withdrawal syndrome	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
alcohol withdrawal for delirium tremens	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
Alcohol withdrawal w/seizure	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
alcohol withdrawal with seizure	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
alcohol withdrawal, acute delirium tremens.	F10.231	Alcohol dependence with withdrawal delirium	Alcohol dependence with withdrawal delirium
alcohol withdrawals seizure	R56.9	Unspecified convulsions	Unspecified convulsions
alcoholic cirrhosis due to GI bleeding	K70.30	Alcoholic cirrhosis of liver without ascites	Alcoholic cirrhosis of liver without ascites
Alcoholic fatty liver	K70.0	Alcoholic fatty liver	Alcoholic fatty liver
Alcoholic hepatitis	K70.10	Alcoholic hepatitis without ascites	Alcoholic hepatitis without ascites
alcoholic intoxication	F10.129	Alcohol abuse with intoxication, unspecified	Alcohol abuse with intoxication, unspecified
alcoholic ketosis	E88.89	Other specified metabolic disorders	Other specified metabolic disorders
Alcoholic liver failure	K70.40	Alcoholic hepatic failure without coma	Alcoholic hepatic failure without coma
Alcoholism	F10.20	Alcohol dependence, uncomplicated	Alcohol dependence, uncomplicated
Alkalosis, cr stable	E87.3	Alkalosis	Alkalosis
allergic anaphylaxis	T78.2XXA	Anaphylactic shock, unspecified, initial encounter	Anaphylactic shock, unspecified, initial encounter
allergic dermatitis as well as scabies	H01.119	Allergic dermatitis of unspecified eye, unspecified eyelid	Allergic dermatitis of unspecified eye, unspecified eyelid
ALLERGIC REACTION is listed as atrial	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
Allergic reaction is SKIN	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
allergic reaction to couamdin which was started for upper extremity	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
allergic reaction will add steroids	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
allergic rhinitis due to the pollen	J30.1	Allergic rhinitis due to pollen	Allergic rhinitis due to pollen
Alpha-1 antitrypsin deficiency	E88.01	Alpha-1-antitrypsin deficiency	Alpha-1-antitrypsin deficiency
altered mental status as well as hypoxia	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status as well as the patient is found to have leukocytosis	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status due to encephalopathy	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Altered Mental Status mild	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Altered mental status secondary to septic shock	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Altered mental status with encephalopathy	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status, found out to have the sepsis	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mental status, severe	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Altered mentation, likely from the pneumonia	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
altered mentation: unusual for uremia	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
alveolar edema	R60.9	Edema, unspecified	Edema, unspecified
alveolar hypoventilation syndrome	E66.2	Morbid (severe) obesity with alveolar hypoventilation	Morbid (severe) obesity with alveolar hypoventilation
Alzheimer's dementia, very advanced	F02.80	Dementia in other diseases classified elsewhere, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety	Dementia in other diseases classified elsewhere, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety
Amenia	D64.9	Anemia, unspecified	Anemia, unspecified
amenorrhea	N91.2	Amenorrhea, unspecified	Amenorrhea, unspecified
amiodarone	T46.2X5A	Adverse effect of other antidysrhythmic drugs, init encntr	Adverse effect of other antidysrhythmic drugs, initial encounter
amitriptyline	T43.012A	Poisoning by tricyclic antidepressants, self-harm, init	Poisoning by tricyclic antidepressants, intentional self-harm, initial encounter
aml	C92.50	Acute myelomonocytic leukemia, not having achieved remission	Acute myelomonocytic leukemia, not having achieved remission
amoxicillin	T36.0X5A	Adverse effect of penicillins, initial encounter	Adverse effect of penicillins, initial encounter
amphetamine	T43.621A	Poisoning by amphetamines, accidental (unintentional), init	Poisoning by amphetamines, accidental (unintentional), initial encounter
amphetamine	T43.622A	Poisoning by amphetamines, intentional self-harm, init	Poisoning by amphetamines, intentional self-harm, initial encounter
amphetamine use	F15.90	Other stimulant use, unspecified, uncomplicated	Other stimulant use, unspecified, uncomplicated
amphetamine withdrawal	F15.23	Other stimulant dependence with withdrawal	Other stimulant dependence with withdrawal
ampulla of Vater/sphincter representing choledocholithiasis	K80.50	Calculus of bile duct w/o cholangitis or cholecyst w/o obst	Calculus of bile duct without cholangitis or cholecystitis without obstruction
amputation	S98.919A	Complete traumatic amputation of unsp foot, level unsp, init	Complete traumatic amputation of unspecified foot, level unspecified, initial encounter
AMS - likely metabolic	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
AMS - confusion	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
AMS, Resp insufficiency	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
AMS, to get dialysis	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
amyotrophic lateral sclerosis	G12.21	Amyotrophic lateral sclerosis	Amyotrophic lateral sclerosis
anaphylactic reaction	Z87.892	Personal history of anaphylaxis	Personal history of anaphylaxis
anaphylactic reaction to tetanus	T78.2XXA	Anaphylactic shock, unspecified, initial encounter	Anaphylactic shock, unspecified, initial encounter
Anaphylaxis with hypoxia	T78.2XXA	Anaphylactic shock, unspecified, initial encounter	Anaphylactic shock, unspecified, initial encounter
anasarca - has body	R60.1	Generalized edema	Generalized edema
anasarca - has had LE	R60.1	Generalized edema	Generalized edema
anemia of ESRD	D63.1	Anemia in chronic kidney disease	Anemia in chronic kidney disease
anemia 3 atyical chest pain	R07.9	Chest pain, unspecified	Chest pain, unspecified
anemia (gets frequent transfusions), kidney	D64.9	Anemia, unspecified	Anemia, unspecified
anemia - from blood loss	D50.0	Iron deficiency anemia secondary to blood loss (chronic)	Iron deficiency anemia secondary to blood loss (chronic)
Anemia - Gastritis	D64.9	Anemia, unspecified	Anemia, unspecified