docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
enterocutaneous fistula, bleeding | K63.2 | Fistula of intestine | Fistula of intestine |
eosinophilic granuloma | K13.4 | Granuloma and granuloma-like lesions of oral mucosa | Granuloma and granuloma-like lesions of oral mucosa |
Epididymo-orchitis | N45.3 | Epididymo-orchitis | Epididymo-orchitis |
epididymo-orchitis from gram-negative organism | N45.3 | Epididymo-orchitis | Epididymo-orchitis |
epidural abscess and decompression of spinal cord | G06.2 | Extradural and subdural abscess, unspecified | Extradural and subdural abscess, unspecified |
epidural hematoma | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
epigastric abdominal pain radiating to the back | R10.13 | Epigastric pain | Epigastric pain |
epigastric abodminal pain | R10.13 | Epigastric pain | Epigastric pain |
epigastric indigestion | K30 | Functional dyspepsia | Functional dyspepsia |
Epigastric mass | R19.00 | Intra-abd and pelvic swelling, mass and lump, unsp site | Intra-abdominal and pelvic swelling, mass and lump, unspecified site |
epigastric pain was secondary to gastritis | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain, leukocytosis | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain, one episode of diarrhea | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain, reports pain will get | R10.13 | Epigastric pain | Epigastric pain |
epiglottitis | J05.10 | Acute epiglottitis without obstruction | Acute epiglottitis without obstruction |
epilepsy | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
epilepsy, anxiety | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
epilepsy, anxiety. | G40.909 | Epilepsy, unsp, not intractable, without status epilepticus | Epilepsy, unspecified, not intractable, without status epilepticus |
epistaxis, Sinusitis | R04.0 | Epistaxis | Epistaxis |
Escherichia coli bacteremia from urinary tract infection | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
Escherichia coli urinary infection | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
Escherichia coli UTI | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
esophageal cancer | C15.9 | Malignant neoplasm of esophagus, unspecified | Malignant neoplasm of esophagus, unspecified |
esophageal gastritis | K29.70 | Gastritis, unspecified, without bleeding | Gastritis, unspecified, without bleeding |
esophageal paralysis | G83.9 | Paralytic syndrome, unspecified | Paralytic syndrome, unspecified |
esophageal perforation | K22.3 | Perforation of esophagus | Perforation of esophagus |
esophageal spasms | R25.2 | Cramp and spasm | Cramp and spasm |
esophageal spasms, esophageal | K22.4 | Dyskinesia of esophagus | Dyskinesia of esophagus |
esophageal stricture | K22.2 | Esophageal obstruction | Esophageal obstruction |
esophageal stricture here for continued dilation | K22.2 | Esophageal obstruction | Esophageal obstruction |
Esophagitis duodenitis | K29.80 | Duodenitis without bleeding | Duodenitis without bleeding |
ESRD - on dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD for on T-TH-S 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 - AKI | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
ESRD - continue dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD - continue HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD - getting HD | N18.6 | End stage renal disease | End stage renal disease |
ESRd - MISSED treatment - had HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD - on dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD - renal | N18.6 | End stage renal disease | End stage renal disease |
ESRD -elevated LFTs | R94.5 | Abnormal results of liver function studies | Abnormal results of liver function studies |
ESRD []Liver disease | N18.6 | End stage renal disease | End stage renal disease |
ESRD adn IDDM | N18.6 | End stage renal disease | End stage renal disease |
esrd for hd | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD hemodialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD MWF dialysis | N18.6 | End stage renal disease | End stage renal disease |
esrd mwf hd | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD needing dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD on dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD On hemodilaysis qTuThSat via AVF | N18.6 | End stage renal disease | End stage renal disease |
ESRD on maintenance HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD on MWF hemodialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD ON TTS SCHEDULE - HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD presents requesting dialysis | N18.6 | End stage renal disease | End stage renal disease |
esrd pt had hd | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD pt on HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD requiring hemodialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD started on dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD was on HD | N18.6 | End stage renal disease | End stage renal disease |
esrd will hd | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD, diabetic | N18.6 | End stage renal disease | End stage renal disease |
ESRD, on compassionate dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD, on hemodialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD, was peviously on dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD, was peviously on dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD: dialysis | N18.6 | End stage renal disease | End stage renal disease |
ESRD: due for HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
ESRD: on maintenance HD | N18.6 | End stage renal disease | End stage renal disease |
ESRD: transitioned to HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
Essential hypertension Depression | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
essential hypertension with chronic kidney disease, liver cirrhosis | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension with congestive heart failure | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension, COPD. | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Essential hypertension, diabetes. | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
estimated gestational age of 16 weeks | Z3A.16 | 16 weeks gestation of pregnancy | 16 weeks gestation of pregnancy |
estimated gestational age of 26 weeks | Z3A.25 | 25 weeks gestation of pregnancy | 25 weeks gestation of pregnancy |
estimated gestational age of 6 weeks | Z3A.08 | 8 weeks gestation of pregnancy | 8 weeks gestation of pregnancy |
estimated gestational age of 8 weeks | Z3A.27 | 27 weeks gestation of pregnancy | 27 weeks gestation of pregnancy |
ethmoid air cell opacification Intracranial atherosclerosis | I67.2 | Cerebral atherosclerosis | Cerebral atherosclerosis |
ethmoid sinus | J32.2 | Chronic ethmoidal sinusitis | Chronic ethmoidal sinusitis |
ethmoid sinusitis | J32.2 | Chronic ethmoidal sinusitis | Chronic ethmoidal sinusitis |
etoh gastritis | K29.20 | Alcoholic gastritis without bleeding | Alcoholic gastritis without bleeding |
etoh hepatitis | K70.10 | Alcoholic hepatitis without ascites | Alcoholic hepatitis without ascites |
ETOH intoxication -Alcohol | F10.129 | Alcohol abuse with intoxication, unspecified | Alcohol abuse with intoxication, unspecified |
ETOH liver cirrhosis | K70.0 | Alcoholic fatty liver | Alcoholic fatty liver |
ETOH liver disease | K76.9 | Liver disease, unspecified | Liver disease, unspecified |
euthyroid sick syndrome | E07.81 | Sick-euthyroid syndrome | Sick-euthyroid syndrome |
EXAC W-HYPOXIA FEVER | R50.9 | Fever, unspecified | Fever, unspecified |
Exacerbated asthma | J45.901 | Unspecified asthma with (acute) exacerbation | Unspecified asthma with (acute) exacerbation |
exacerbation chest ain | K62.82 | Dysplasia of anus | Dysplasia of anus |
exacerbation of systolic and diastolic congestive heart failure | I50.43 | Acute on chronic combined systolic and diastolic hrt fail | Acute on chronic combined systolic (congestive) and diastolic (congestive) heart failure |
exacerbation 5 copd exacerbation | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
exacerbation of myasthenia gravis | G70.01 | Myasthenia gravis with (acute) exacerbation | Myasthenia gravis with (acute) exacerbation |
Exacerbation of congestive heart failure | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
EXACERBATION OF COVID PNEUMONIA | U07.1 | COVID-19 | COVID-19 |
exacerbation of his Crohn's disease | K50.90 | Crohn's disease, unspecified, without complications | Crohn's disease, unspecified, without complications |
exacerbation plus nonstemi | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
Examination failed | Z55.2 | Failed school examinations | Failed school examinations |
excessive fat necrosis | E66.3 | Overweight | Overweight |
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.