docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
dizziness (chronic | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness and giddiness | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness is related to a pain | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness left-sided weakness | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness likely due to orthostatic hypotension | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness secondary to cerebrovascular accident | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness secondary to cerebrovascular accident involving left cerebellum | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness with the nausea | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness with the pain | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness, abdominal | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness, changes to his vision | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness, headache. | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness, likely combination of the hypertensive | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness, paresthesia (L) | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizzy due to blood sugar abnormality | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizzy, mild | R42 | Dizziness and giddiness | Dizziness and giddiness |
DJD L3-L4 | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
DJD Left KNee | M17.12 | Unilateral primary osteoarthritis, left knee | Unilateral primary osteoarthritis, left knee |
DJD, cerebral | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
DJD, neuropathy | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
DKA #Metabolic Acidosis | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DKA as he will be on steroids | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DKA TACHYCARDIA | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DKA WITH HIGH ANION GAP METABOLIC ACIDOSIS | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DKA: acidosis | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DM pacemaker secondary to bradycardia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM (insulin dependent | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
DM (off meds), comes to er for fever | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM , Depression | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM - controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM at 16wk GA presents for sudden onsent sharp flank | O24.919 | Unsp diabetes mellitus in pregnancy, unspecified trimester | Unspecified diabetes mellitus in pregnancy, unspecified trimester |
DM med changed to glimiperide 2mg PO QD as pt states he has stomach | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM w/Hypoglycemia | E08.649 | Diabetes due to underlying condition w hypoglycemia w/o coma | Diabetes mellitus due to underlying condition with hypoglycemia without coma |
DM, "stomach | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM, CKD stage | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Dm, dementia BIB family for difficulty | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM, peripheral neuropathy | E11.40 | Type 2 diabetes mellitus with diabetic neuropathy, unsp | Type 2 diabetes mellitus with diabetic neuropathy, unspecified |
DM, prostate | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM, Renal Disease. | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM,CADand cva at baseline | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM.renal | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2 regimen - noted to be hyperglycemic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2 w/hyperglycemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2 with ESRD | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2, DEMENTIA | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DMII admitted for hematuria | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DNR also considering opting out of dialysis | Z66 | Do not resuscitate | Do not resuscitate |
DNR (confirmed with patient) he has an advanced | Z66 | Do not resuscitate | Do not resuscitate |
DO NOT RESUSCITATE prior to this fracture | Z66 | Do not resuscitate | Do not resuscitate |
Dorsalgia | M54.89 | Other dorsalgia | Other dorsalgia |
double mastectomy | Z90.13 | Acquired absence of bilateral breasts and nipples | Acquired absence of bilateral breasts and nipples |
Dressler syndrome | I24.1 | Dressler's syndrome | Dressler's syndrome |
drinking excess | F10.10 | Alcohol abuse, uncomplicated | Alcohol abuse, uncomplicated |
drop in hemoglobin secondary to the GI blood loss | R71.0 | Precipitous drop in hematocrit | Precipitous drop in hematocrit |
drowned | T75.1XXA | Unsp effects of drowning and nonfatal submersion, init | Unspecified effects of drowning and nonfatal submersion, initial encounter |
drowsiness | R40.0 | Somnolence | Somnolence |
Drug abuse -Pt counselled on drug | F19.10 | Other psychoactive substance abuse, uncomplicated | Other psychoactive substance abuse, uncomplicated |
Drug abuse with amphetamine | F19.10 | Other psychoactive substance abuse, uncomplicated | Other psychoactive substance abuse, uncomplicated |
drug abuse, paranoid | F19.10 | Other psychoactive substance abuse, uncomplicated | Other psychoactive substance abuse, uncomplicated |
drug allergic reaction | T78.40XA | Allergy, unspecified, initial encounter | Allergy, unspecified, initial encounter |
drug as well as smoking | F17.200 | Nicotine dependence, unspecified, uncomplicated | Nicotine dependence, unspecified, uncomplicated |
drug eruption | L27.0 | Gen skin eruption due to drugs and meds taken internally | Generalized skin eruption due to drugs and medicaments taken internally |
drug overdose | T50.902A | Poisoning by unsp drug/meds/biol subst, self-harm, init | Poisoning by unspecified drugs, medicaments and biological substances, intentional self-harm, initial encounter |
drug raction rash | R21 | Rash and other nonspecific skin eruption | Rash and other nonspecific skin eruption |
drug resistant UTI | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
Drug use complicating childbirth | O99.324 | Drug use complicating childbirth | Drug use complicating childbirth |
Drug use complicating pregnancy, first trimester | O99.321 | Drug use complicating pregnancy, first trimester | Drug use complicating pregnancy, first trimester |
Drug-induced prolonged QT interval | I45.81 | Long QT syndrome | Long QT syndrome |
drugs can make respiratory depression | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
Dry gangrene of right fifth toe | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
dry gangrene of right foot | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
dry gangrene with some bleeding | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
dry mouth and oral mucosa | R68.2 | Dry mouth, unspecified | Dry mouth, unspecified |
dry nose | J34.89 | Other specified disorders of nose and nasal sinuses | Other specified disorders of nose and nasal sinuses |
Duodenal diverticulum | K57.10 | Dvrtclos of sm int w/o perforation or abscess w/o bleeding | Diverticulosis of small intestine without perforation or abscess without bleeding |
DVT of lower extremity | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT (LLE | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT also is in the differential diagnosis as for the cause of her fever | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
DVT can also cause fever | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
DVT findings consistent with superficial | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
DVT in both legs | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT in her R leg | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
DVT in left leg likely due to COVID 19 | I82.402 | Acute embolism and thombos unsp deep veins of l low extrem | Acute embolism and thrombosis of unspecified deep veins of left lower extremity |
DVT in LLE | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT in right femoral and popliteal vein | I82.439 | Acute embolism and thrombosis of unspecified popliteal vein | Acute embolism and thrombosis of unspecified popliteal vein |
DVT in the left leg | I82.402 | Acute embolism and thombos unsp deep veins of l low extrem | Acute embolism and thrombosis of unspecified deep veins of left lower extremity |
DVT in the left lower extremity | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT in the left upper extremity | I82.622 | Acute embolism and thrombosis of deep veins of l up extrem | Acute embolism and thrombosis of deep veins of left upper extremity |
DVT in the right arm | I82.401 | Acute embolism and thombos unsp deep veins of r low extrem | Acute embolism and thrombosis of unspecified deep veins of right lower extremity |
DVT L arm | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT lef leg | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT of femoral and popliteal veins | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
DVT of right femoral popliteal and posterior | I82.411 | Acute embolism and thrombosis of right femoral vein | Acute embolism and thrombosis of right femoral vein |
DVT of Right Lower Extremity | I82.401 | Acute embolism and thombos unsp deep veins of r low extrem | Acute embolism and thrombosis of unspecified deep veins of right lower extremity |
DVT of the left common femoral, superficial femoral and popliteal veins | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
DVT of the left popliteal vein extending into the peroneal and posterior tibial veins | I82.439 | Acute embolism and thrombosis of unspecified popliteal vein | Acute embolism and thrombosis of unspecified popliteal vein |
DVT of the left popliteal veins, and the bilateral posterior tibial and peroneal veins | I82.439 | Acute embolism and thrombosis of unspecified popliteal vein | Acute embolism and thrombosis of unspecified popliteal vein |
DVT of the right lower extremity | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT on LLE | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT on RLE | I82.401 | Acute embolism and thombos unsp deep veins of r low extrem | Acute embolism and thrombosis of unspecified deep veins of right lower extremity |
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.