docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
dizziness nausea | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness on moving her head | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness only occurs when she turns her head left | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness tachypnea | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness w/nausea | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness was a sensation of disorientation | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness, diarrhea. | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness, likely secondary to the hyponatremia | R42 | Dizziness and giddiness | Dizziness and giddiness |
Dizziness, secondary to the hyponatremia | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness, visual changes. | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizziness.Mild | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizzy and L side of body | R42 | Dizziness and giddiness | Dizziness and giddiness |
dizzy, drinks alcohol ] | R42 | Dizziness and giddiness | Dizziness and giddiness |
DJD B Knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
DJD L knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
DJD L spine | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
djd of c spine | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
djd of neck | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
DKA - with metabolic acidosis | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DKA Diabetes | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DKA on insulin | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DKA: Pt upgraded to ICU for hyperglycemia | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
DM (Dx 2013, "hereditary) | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
dm 2, on diabetic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM and Heart | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM is poorly controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM type 2, uncontrolled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM Type I | E10.9 | Type 1 diabetes mellitus without complications | Type 1 diabetes mellitus without complications |
DM type II | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM with known cholelithiasis | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM, aortic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
dm, hyponatremia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM, neuropathy. | E11.40 | Type 2 diabetes mellitus with diabetic neuropathy, unsp | Type 2 diabetes mellitus with diabetic neuropathy, unspecified |
DM2 (non insulin dependent | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2 poorly controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2, anemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2, COPD | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2, non insulin dependent | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2, paraplegia since 16 | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2-optimal glycemic control for wound | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2: A1C 1 week back | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DM2: HOld off Oral | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
DNR VTE: SCDs (due to anemia | Z66 | Do not resuscitate | Do not resuscitate |
do not resuscitate status | Z66 | Do not resuscitate | Do not resuscitate |
donor kidney | Z52.4 | Kidney donor | Kidney donor |
dorsal contracture | M24.50 | Contracture, unspecified joint | Contracture, unspecified joint |
dorsal foot pain | M79.673 | Pain in unspecified foot | Pain in unspecified foot |
Dressler | I24.1 | Dressler's syndrome | Dressler's syndrome |
drowsy, so CT scan of the head | R40.0 | Somnolence | Somnolence |
drug effect | T50.905A | Adverse effect of unsp drug/meds/biol subst, init | Adverse effect of unspecified drugs, medicaments and biological substances, initial encounter |
Drug induced constipation | K59.00 | Constipation, unspecified | Constipation, unspecified |
Drug overdose - suicide attempt | 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 Overdose, #Suicide attempt | 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 resistance | Z16.30 | Resistance to unspecified antimicrobial drugs | Resistance to unspecified antimicrobial drugs |
Drug use complicating pregnancy, unspecified trimester | O99.320 | Drug use complicating pregnancy, unspecified trimester | Drug use complicating pregnancy, unspecified trimester |
drug-induced thrombocytopenia | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
drugs molnupiravir for covid | U07.1 | COVID-19 | COVID-19 |
drunkenness | F10.129 | Alcohol abuse with intoxication, unspecified | Alcohol abuse with intoxication, unspecified |
duodenal erosion | K26.9 | Duodenal ulcer, unsp as acute or chronic, w/o hemor or perf | Duodenal ulcer, unspecified as acute or chronic, without hemorrhage or perforation |
duodenectomy | Z90.49 | Acquired absence of other specified parts of digestive tract | Acquired absence of other specified parts of digestive tract |
Duodenitis (inflammation | K29.80 | Duodenitis without bleeding | Duodenitis without bleeding |
dural tear | G97.41 | Accidental puncture or laceration of dura during a procedure | Accidental puncture or laceration of dura during a procedure |
dural tear right side at L5 | G97.41 | Accidental puncture or laceration of dura during a procedure | Accidental puncture or laceration of dura during a procedure |
DVT on anticoagulation therapy | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT (L subclavian | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT diagnosed in the right leg | 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 given BLE edema | 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 LE | 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 Iliofemoral 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 in R leg | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT in the bilateral lower extremities | 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 the left femoral, popliteal, and calf veins | I82.412 | Acute embolism and thrombosis of left femoral vein | Acute embolism and thrombosis of left femoral vein |
DVT in the left popliteal, posterior tibial, peroneal and gastrocnemius 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 in the right popliteal vein | I82.431 | Acute embolism and thrombosis of right popliteal vein | Acute embolism and thrombosis of right popliteal vein |
DVT involving the left lower extremity | 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 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 noted on venous | 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 femoral, popliteal, and tibial veins | I82.439 | Acute embolism and thrombosis of unspecified popliteal vein | Acute embolism and thrombosis of unspecified popliteal vein |
DVT of right femoral, popliteal | I82.431 | Acute embolism and thrombosis of right popliteal vein | Acute embolism and thrombosis of right popliteal vein |
DVT of right posterior tibial vein | 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 common femoral, superficial femoral | I82.412 | Acute embolism and thrombosis of left femoral vein | Acute embolism and thrombosis of left femoral vein |
DVT of the left popliteal veins, and the bilateral posterior tibial and peroneal 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 right common femoral vein | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT on venous Doppler of left lower extremity | 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 prophylaxix- Continue Foot | 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 R leg | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT seen in ED for neurological | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT throughout LLE | 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 tl left lower extremity | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT to her 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 to LLE | 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 to the L 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 to which she stated her body | 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 within the right femoral | I82.411 | Acute embolism and thrombosis of right femoral vein | Acute embolism and thrombosis of right femoral vein |
DVT, administer pain | 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, bilateral lower extremity venous | 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, supposed to take warfarin | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT, treated with anticoagulation | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
DVT: anticoagulation | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
Dysarthria: 1 = Mild-to-moderate | R47.1 | Dysarthria and anarthria | Dysarthria and anarthria |
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.