docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
episodic abdominal pain | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
erythema migrans | A26.0 | Cutaneous erysipeloid | Cutaneous erysipeloid |
erythrasma in his toe webspaces on the right | L08.1 | Erythrasma | Erythrasma |
erythroderma | L53.9 | Erythematous condition, unspecified | Erythematous condition, unspecified |
Escherichia coli bacteremia from urinary tract infection | B96.20 | Unsp Escherichia coli as the cause of diseases classd elswhr | Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere |
Escherichia coli infection involving urinary tract infection | A04.4 | Other intestinal Escherichia coli infections | Other intestinal Escherichia coli infections |
escherichia coli showed UTI | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
Esophageal adenocarcinoma | C15.9 | Malignant neoplasm of esophagus, unspecified | Malignant neoplasm of esophagus, unspecified |
esophageal candidiasis | B37.81 | Candidal esophagitis | Candidal esophagitis |
esophageal malignancy | C15.9 | Malignant neoplasm of esophagus, unspecified | Malignant neoplasm of esophagus, unspecified |
esophageal obstruction | K22.2 | Esophageal obstruction | Esophageal obstruction |
esophageal spasm, ulcer disease - BUT there is a | K22.4 | Dyskinesia of esophagus | Dyskinesia of esophagus |
Esophageal stenosis | K22.2 | Esophageal obstruction | Esophageal obstruction |
esotropia | H50.00 | Unspecified esotropia | Unspecified esotropia |
ESRD -has been on HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD (on MWF HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD - initiated on HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD - patient gets dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD - continue HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD - gets daily HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD - gets home HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD - getting HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD - he is MWF HD | N18.6 | End stage renal disease | End stage renal disease |
ESRd - MISSED treatment - had HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD - plan next HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD -gets dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD -on HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD Dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD dry gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
esrd mwf hd | N18.6 | End stage renal disease | End stage renal disease |
ESRD needing HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD on daily peritoneal dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD on dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD on hemodialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD presents for CP | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
ESRD started on dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD will hd | N18.6 | End stage renal disease | End stage renal disease |
ESRD with hemodialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD with multiple | N18.6 | End stage renal disease | End stage renal disease |
ESRD with uremia | N18.6 | End stage renal disease | End stage renal disease |
ESRD, CVA | N18.6 | End stage renal disease | End stage renal disease |
ESRD, Dialysis dependent (MWF) | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD, on compassionate hemodialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD, on daily dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD, on HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD,Bronchospasm | N18.6 | End stage renal disease | End stage renal disease |
ESRD: due for HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD: hyperkalemia | E87.5 | Hyperkalemia | Hyperkalemia |
ESRD: trasnsitioned to HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD: uneventful HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD:resume hd | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
Essential hypertension - ok with permissible hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension with ESRD | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension with blood pressure currently controlled | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension with chronic kidney disease | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension with end-stage renal disease | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension with ESRD | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension with hypertensive heart disease, chronic kidney disease | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
essential hypertension, asthma. | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension, blood pressure currently controlled | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
essential hypertension, congestive heart failure. | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension, currently stable | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
essential hypertension, hypothyroidism is admitted from | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
essential hypertension, hypothyroidism. | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
essential hypertension, myocardial | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension: Uncontrolled | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
essential tremor | G25.0 | Essential tremor | Essential tremor |
estimated gestational age of 14 weeks | Z3A.14 | 14 weeks gestation of pregnancy | 14 weeks gestation of pregnancy |
estimated gestational age of 22 weeks | Z3A.22 | 22 weeks gestation of pregnancy | 22 weeks gestation of pregnancy |
estimated gestational age of 6 weeks | Z3A.01 | Less than 8 weeks gestation of pregnancy | Less than 8 weeks gestation of pregnancy |
estimated gestational age 6 | Z3A.01 | Less than 8 weeks gestation of pregnancy | Less than 8 weeks gestation of pregnancy |
estimated gestational age of 10 weeks | Z3A.10 | 10 weeks gestation of pregnancy | 10 weeks gestation of pregnancy |
estimated gestational age of 6 | Z3A.01 | Less than 8 weeks gestation of pregnancy | Less than 8 weeks gestation of pregnancy |
estimated gestational age of 7 weeks | Z3A.01 | Less than 8 weeks gestation of pregnancy | Less than 8 weeks gestation of pregnancy |
ETOH abuse, prostate | F10.10 | Alcohol abuse, uncomplicated | Alcohol abuse, uncomplicated |
EtOH intoxication, EtOH abuse | T51.0X1A | Toxic effect of ethanol, accidental (unintentional), init | Toxic effect of ethanol, accidental (unintentional), initial encounter |
EtOH ketoacidosis | Z65.8 | Oth problems related to psychosocial circumstances | Other specified problems related to psychosocial circumstances |
etoh relapse | Z65.8 | Oth problems related to psychosocial circumstances | Other specified problems related to psychosocial circumstances |
ETOH related pancreatitis | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
EtOH was 0.24 they reportedly called 911 for her to be evaluated for intoxication | Z65.8 | Oth problems related to psychosocial circumstances | Other specified problems related to psychosocial circumstances |
etoh withdrawal encephalopathy | F10.239 | Alcohol dependence with withdrawal, unspecified | Alcohol dependence with withdrawal, unspecified |
exacerbation HTN | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
exacerbation leads to the non-ST myocardial infarction | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
Exacerbation of Chronic Back Pain | G89.29 | Other chronic pain | Other chronic pain |
exacerbation of her bronchial asthma | J45.901 | Unspecified asthma with (acute) exacerbation | Unspecified asthma with (acute) exacerbation |
exacerbation of his chronic anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
excessive bleeding post dialysis | N92.4 | Excessive bleeding in the premenopausal period | Excessive bleeding in the premenopausal period |
excessive dehydration | E86.0 | Dehydration | Dehydration |
excessive shortness of breath | R06.02 | Shortness of breath | Shortness of breath |
Exhaustion due to exposure | T73.2XXA | Exhaustion due to exposure, initial encounter | Exhaustion due to exposure, initial encounter |
external cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
external hemorrhoids | K64.9 | Unspecified hemorrhoids | Unspecified hemorrhoids |
extrapyramidal symptom | G25.9 | Extrapyramidal and movement disorder, unspecified | Extrapyramidal and movement disorder, unspecified |
extrauterine pregnancy | Z33.1 | Pregnant state, incidental | Pregnant state, incidental |
extremity arterial insufficiency | I77.1 | Stricture of artery | Stricture of artery |
extremity neuropathy | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
extremity osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
extremity paresthesias | R20.2 | Paresthesia of skin | Paresthesia of skin |
extremity shows moderate to severe peripheral vascular disease | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
eye cancer | C69.90 | Malignant neoplasm of unspecified site of unspecified eye | Malignant neoplasm of unspecified site of unspecified eye |
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.