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
Leukocytosis noted likely due to epididymitis	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
Leukocytosis secondary to the sepsis	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
leukocytosis w/o clear infection	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
LEUKOCYTOSIS WITH SPLENOMEGALY	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
Leukocytosis, likely from her urinary tract infection	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
leukocytosis, likely secondarily infected	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
LEUKOCYTOSIS, PANCREATITIS	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
leukocytosis, tachycardia	D72.829	Elevated white blood cell count, unspecified	Elevated white blood cell count, unspecified
leukopenia -2/2 chemo	D70.1	Agranulocytosis secondary to cancer chemotherapy	Agranulocytosis secondary to cancer chemotherapy
Leukopenia	D72.819	Decreased white blood cell count, unspecified	Decreased white blood cell count, unspecified
Leukopenia infection	D72.819	Decreased white blood cell count, unspecified	Decreased white blood cell count, unspecified
leukopenia with elevated inflammatory	D72.819	Decreased white blood cell count, unspecified	Decreased white blood cell count, unspecified
leukopenia, likely due to liver cirrhosis	D72.819	Decreased white blood cell count, unspecified	Decreased white blood cell count, unspecified
leukopenia, renal disease.	D72.819	Decreased white blood cell count, unspecified	Decreased white blood cell count, unspecified
LEVAQUIN	Z88.8	Allergy status to other drugs, medicaments and biological substances	Allergy status to other drugs, medicaments and biological substances
Lewy body dementia	G31.83	Neurocognitive disorder with Lewy bodies	Neurocognitive disorder with Lewy bodies
lichen planus	L43.9	Lichen planus, unspecified	Lichen planus, unspecified
limited range of motion	M26.52	Limited mandibular range of motion	Limited mandibular range of motion
limited range of motion in bilateral lower extremities	M26.52	Limited mandibular range of motion	Limited mandibular range of motion
limited range of motion of the right knee	M26.52	Limited mandibular range of motion	Limited mandibular range of motion
lipoma and right lower back	D17.9	Benign lipomatous neoplasm, unspecified	Benign lipomatous neoplasm, unspecified
Lipoma on Back	D17.9	Benign lipomatous neoplasm, unspecified	Benign lipomatous neoplasm, unspecified
Lipoma Upper Back	D17.9	Benign lipomatous neoplasm, unspecified	Benign lipomatous neoplasm, unspecified
Lipomatosis	E88.2	Lipomatosis, not elsewhere classified	Lipomatosis, not elsewhere classified
lithium	T56.892A	Toxic effect of oth metals, intentional self-harm, init	Toxic effect of other metals, intentional self-harm, initial encounter
lithium	Z88.9	Allergy status to unspecified drugs, medicaments and biological substances	Allergy status to unspecified drugs, medicaments and biological substances
Liver and kidney transplant	Z94.4	Liver transplant status	Liver transplant status
liver cirrhosis and peripheral	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
liver cirrhosis from alcoholism	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
liver cirrhosis was complicated	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
liver demonstrate a small cyst	K76.89	Other specified diseases of liver	Other specified diseases of liver
liver disease	K76.9	Liver disease, unspecified	Liver disease, unspecified
liver disease - cirrhosis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
Liver disease, cirrhosis	K76.9	Liver disease, unspecified	Liver disease, unspecified
Liver failure dilation	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
Liver failure sepsis	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
LIVER FAILURE W- CIRRHOSIS	K72.90	Hepatic failure, unspecified without coma	Hepatic failure, unspecified without coma
liver suggesting hepatic steatosis	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
liver transplantation	Z94.4	Liver transplant status	Liver transplant status
LLE edema	R60.9	Edema, unspecified	Edema, unspecified
LLE Elevated blood pressure	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension
lobe atelectasis	J98.11	Atelectasis	Atelectasis
lobe either cavitary pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
lobe pneumonia and pleural	J18.1	Lobar pneumonia, unspecified organism	Lobar pneumonia, unspecified organism
lobe pneumonia with hypoxia	J18.1	Lobar pneumonia, unspecified organism	Lobar pneumonia, unspecified organism
lobe pneumonia with leukocytosis	J18.1	Lobar pneumonia, unspecified organism	Lobar pneumonia, unspecified organism
local cultures again indicated pseudomonas infection	A49.8	Other bacterial infections of unspecified site	Other bacterial infections of unspecified site
local lymphedema	I89.0	Lymphedema, not elsewhere classified	Lymphedema, not elsewhere classified
local peritonitis	K65.9	Peritonitis, unspecified	Peritonitis, unspecified
localized appendicitis	K37	Unspecified appendicitis	Unspecified appendicitis
localized colitis	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
localized ileus	K56.7	Ileus, unspecified	Ileus, unspecified
localized infection to suggest bacterial	A02.20	Localized salmonella infection, unspecified	Localized salmonella infection, unspecified
Localized peritonitis	K65.9	Peritonitis, unspecified	Peritonitis, unspecified
long finger laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Long haul COVID-19 pneumonia	U07.1	COVID-19	COVID-19
long segment colitis	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
Long term use of insulin	Z79.4	Long term (current) use of insulin	Long term (current) use of insulin
long time from weight gain	R63.5	Abnormal weight gain	Abnormal weight gain
long time smoker	F17.200	Nicotine dependence, unspecified, uncomplicated	Nicotine dependence, unspecified, uncomplicated
loose bodies within first metatarsophalangeal joint	M24.00	Loose body in unspecified joint	Loose body in unspecified joint
loose bodies within the first metatarsophalangeal joint	M24.00	Loose body in unspecified joint	Loose body in unspecified joint
loss of consciousness , tongue	R40.0	Somnolence	Somnolence
loss of height in the anterior	R29.890	Loss of height	Loss of height
loss of vision	H54.7	Unspecified visual loss	Unspecified visual loss
loss of vision" in right eye	H54.61	Unqualified visual loss, right eye, normal vision left eye	Unqualified visual loss, right eye, normal vision left eye
low 200's as well as hyponatremia	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Low back pain syndrome	M54.5	Low back pain	Low back pain
low back pain, hallucinations	M54.5	Low back pain	Low back pain
Low back pain, acute	M54.5	Low back pain	Low back pain
Low back pain, Rash	M54.5	Low back pain	Low back pain
low blood sugar is hypoxic	E16.2	Hypoglycemia, unspecified	Hypoglycemia, unspecified
Low concern for breakthrough seizure	G40.909	Epilepsy, unsp, not intractable, without status epilepticus	Epilepsy, unspecified, not intractable, without status epilepticus
Low concern for pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Low concern for stroke	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Low likelihood for seizure	R56.9	Unspecified convulsions	Unspecified convulsions
low pelvic pain	R10.2	Pelvic and perineal pain	Pelvic and perineal pain
Low platelet count, likely due to sepsis	D69.6	Thrombocytopenia, unspecified	Thrombocytopenia, unspecified
low sats covid	U07.1	COVID-19	COVID-19
low side - IV hydartion ad IV Aztrenam as she has PCN allergy	Z88.0	Allergy status to penicillin	Allergy status to penicillin
lower substernal epigastric pain	R10.13	Epigastric pain	Epigastric pain
Lower abdominal abscess	L02.211	Cutaneous abscess of abdominal wall	Cutaneous abscess of abdominal wall
lower abdominal pain as well as nausea	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
lower abdominal pain associated with constipation	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
Lower abdominal pain caused by hematuria	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
Lower abdominal pain improved with pain	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
lower abdominal pain is controlled	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
lower abdominal pain, constipation.	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
Lower abdominal subcutaneous edema	R60.9	Edema, unspecified	Edema, unspecified
lower back pain after falling	M54.5	Low back pain	Low back pain
lower back pain that radiates to RLE	M54.5	Low back pain	Low back pain
Lower back/sacral cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
lower exteremity edema	R60.9	Edema, unspecified	Edema, unspecified
Lower extremity arterial ulceration	L97.909	Non-prs chronic ulc unsp prt of unsp low leg w unsp severity	Non-pressure chronic ulcer of unspecified part of unspecified lower leg with unspecified severity
lower extremity pain in her right arm	M79.604	Pain in right leg	Pain in right leg
lower extremity swelling, Back	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
lower gastrointestinal bleeding	K92.2	Gastrointestinal hemorrhage, unspecified	Gastrointestinal hemorrhage, unspecified
Lower GI bleed	K92.2	Gastrointestinal hemorrhage, unspecified	Gastrointestinal hemorrhage, unspecified
lower GI bleed: patient is uned stable	K92.2	Gastrointestinal hemorrhage, unspecified	Gastrointestinal hemorrhage, unspecified
lower gi study at baylor plano 6 months where AVM	K55.20	Angiodysplasia of colon without hemorrhage	Angiodysplasia of colon without hemorrhage