docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
CVA with right-sided weakness, hypertension, hypothyroidism | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
CVA, anemia | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
CVA, Asthma | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
CVA, coronary artery | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
CVA, dementia | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
CVA, osteoporosis | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
CVA, recurrent | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
CVA, residual dysarthria. | I69.322 | Dysarthria following cerebral infarction | Dysarthria following cerebral infarction |
CVA: MRI brain | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
cyanosis port looks gangrenous | R23.0 | Cyanosis | Cyanosis |
cyst in her liver | K76.89 | Other specified diseases of liver | Other specified diseases of liver |
cyst in pancreas | K86.2 | Cyst of pancreas | Cyst of pancreas |
cyst within the inferior pole of the spleen | D73.4 | Cyst of spleen | Cyst of spleen |
cystitis - urinary tract infection | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
cystitis, incidental finding- ovarian | N30.90 | Cystitis, unspecified without hematuria | Cystitis, unspecified without hematuria |
cystitis, presumably infectious. | N30.90 | Cystitis, unspecified without hematuria | Cystitis, unspecified without hematuria |
Darvocet | Z88.8 | Allergy status to other drugs, medicaments and biological substances | Allergy status to other drugs, medicaments and biological substances |
debility due ti infection | R53.81 | Other malaise | Other malaise |
Debility secondary to pneumonia | R53.81 | Other malaise | Other malaise |
decompensated NASH | K75.81 | Nonalcoholic steatohepatitis (NASH) | Nonalcoholic steatohepatitis (NASH) |
decompensated psychiatric probem (schizophrenia | F20.9 | Schizophrenia, unspecified | Schizophrenia, unspecified |
decompensation of alcoholic liver disease | K70.9 | Alcoholic liver disease, unspecified | Alcoholic liver disease, unspecified |
decreased fetal movement | O36.8190 | Decreased fetal movements, unsp trimester, unsp | Decreased fetal movements, unspecified trimester, not applicable or unspecified |
decreased vision that she thought was due to her nausea | H54.7 | Unspecified visual loss | Unspecified visual loss |
decub stage 4 | L89.94 | Pressure ulcer of unspecified site, stage 4 | Pressure ulcer of unspecified site, stage 4 |
decub ulcer | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
Decubitus | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
decubitus in the gluteal region | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
DECUBITUS ULCER RIGHT BUTTOCK | L89.319 | Pressure ulcer of right buttock, unspecified stage | Pressure ulcer of right buttock, unspecified stage |
decubitus ulcer to iliac | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
decubitus ulcer where he is planning to do debride the wound | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
decubitus ulceration on sacrum | L89.159 | Pressure ulcer of sacral region, unspecified stage | Pressure ulcer of sacral region, unspecified stage |
Decubitus ulcers : Getting wound | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
Deep vein thrombosis [left calf after knee | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
deep vein thrombosis in the 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 |
deep vein thrombosis in right leg | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
deep vein thrombosis in 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 |
deep vein thrombosis 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 |
deep vein thrombosis involving the right upper 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 |
deep venous thrombosis identified in the 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 |
deep venous thrombosis in either 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 |
deep venous thrombosis in the 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 |
Deep venous thrombosis in the left profunda femoral and popliteal | I82.412 | Acute embolism and thrombosis of left femoral vein | Acute embolism and thrombosis of left femoral vein |
Deep venous thrombosis in the right common femoral vein, right popliteal vein, right posterior tibial vein, left femoral vein, and left popliteal vein | I82.411 | Acute embolism and thrombosis of right femoral vein | Acute embolism and thrombosis of right femoral vein |
Deep venous thrombosis in the right common femoral vein, right popliteal vein, right posterior tibial vein, left femoral vein, and left popliteal vein | I82.432 | Acute embolism and thrombosis of left popliteal vein | Acute embolism and thrombosis of left popliteal vein |
Deep venous thrombosis in the right common femoral, profunda femoral, and femoral 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 |
Deep venous thrombosis in the right common femoral, superficial femoral, and profunda femoral veins | I82.411 | Acute embolism and thrombosis of right femoral vein | Acute embolism and thrombosis of right femoral vein |
Deep venous thrombosis in the right common femoral, superficial femoral, and profunda femoral veins | I82.411 | Acute embolism and thrombosis of right femoral vein | Acute embolism and thrombosis of right femoral vein |
deep venous thrombosis in the right femoral | I82.411 | Acute embolism and thrombosis of right femoral vein | Acute embolism and thrombosis of right femoral vein |
deep venous thrombosis 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 |
deep venous thrombosis involving the 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 |
deep venous thrombosis 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 |
deep venous thrombosis of the right common femoral, femoral, and popliteal | I82.411 | Acute embolism and thrombosis of right femoral vein | Acute embolism and thrombosis of right femoral vein |
degenerative arthritis and low back | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
degenerative arthritis of the cervical spine | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Degenerative arthritis of the hips | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
degenerative arthritis of the right knee | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
degenerative disc disease in the cervical spine | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
Degenerative disc disease of Cervical spine | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
Degenerative disk disease in the C-spine | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
degenerative disk disease of the back | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
Degenerative disk disease, lumbosacral spine | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
Degenerative joint disease first MTPJ, right foot | M19.071 | Primary osteoarthritis, right ankle and foot | Primary osteoarthritis, right ankle and foot |
degenerative joint disease in the right shoulder | M19.011 | Primary osteoarthritis, right shoulder | Primary osteoarthritis, right shoulder |
Degenerative joint disease, anterior left ankle | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
dehydrated and kidney | E86.0 | Dehydration | Dehydration |
dehydrated and like her throat | E86.0 | Dehydration | Dehydration |
dehydrated his fever | E86.0 | Dehydration | Dehydration |
dehydration , anxiety | E86.0 | Dehydration | Dehydration |
dehydration - after exam it sounds like a respiratory | E86.0 | Dehydration | Dehydration |
dehydration and poor oral | E86.0 | Dehydration | Dehydration |
dehydration from significant diarrhea | E86.0 | Dehydration | Dehydration |
dehydration infection | E86.0 | Dehydration | Dehydration |
dehydration w/acute | E86.0 | Dehydration | Dehydration |
dehydration, anxiety | E86.0 | Dehydration | Dehydration |
dehydration, drug use. | E86.0 | Dehydration | Dehydration |
dehydration, hyponatremia | E86.0 | Dehydration | Dehydration |
DEHYDRATION, LEUKOCYTOSIS | E86.0 | Dehydration | Dehydration |
dehydration, pneumonia | E86.0 | Dehydration | Dehydration |
dehydration, renal failure - will get | E86.0 | Dehydration | Dehydration |
dehydration,acidosis | E86.0 | Dehydration | Dehydration |
DEHYDRATION,SEPSIS | E86.0 | Dehydration | Dehydration |
delayed gastric emptying | K30 | Functional dyspepsia | Functional dyspepsia |
Delerium tremens | F10.231 | Alcohol dependence with withdrawal delirium | Alcohol dependence with withdrawal delirium |
delirium Secondary to infectious | R41.0 | Disorientation, unspecified | Disorientation, unspecified |
delirium as she has advanced dementia | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
demand ischemia due to congestion | I24.8 | Other forms of acute ischemic heart disease | Other forms of acute ischemic heart disease |
demand ischemia due to infection | I24.8 | Other forms of acute ischemic heart disease | Other forms of acute ischemic heart disease |
Dementia | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
dementia admitted for fall | Z91.81 | History of falling | History of falling |
dementia had a sustained fall | Z91.81 | History of falling | History of falling |
Dementia, advanced | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
dementia, dysphagia | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
dementia, hyperparathyroidism. | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
dementia, hypertension ] | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
dementia, patient is near her base | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
dementia, R hip | F03.90 | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety | Unspecified dementia, unspecified severity, without behavioral disturbance, psychotic disturbance, mood disturbance, and anxiety |
demineralization _____[TIME 4:15] osteoporosis | M81.0 | Age-related osteoporosis w/o current pathological fracture | Age-related osteoporosis without current pathological fracture |
demyelinating disease such as multiple sclerosis | G37.9 | Demyelinating disease of central nervous system, unspecified | Demyelinating disease of central nervous system, unspecified |
dengue fever | A90 | Dengue fever [classical dengue] | Dengue fever [classical dengue] |
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.