docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Benign paroxysmal vertigo, left ear | H81.12 | Benign paroxysmal vertigo, left ear | Benign paroxysmal vertigo, left ear |
Benign prostatic hyperplasia - Disease caused by severe acute respiratory syndrome coronavirus | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
beta hemolytic strep bronchitis | J40 | Bronchitis, not specified as acute or chronic | Bronchitis, not specified as acute or chronic |
bibasilar atelectasis, pleural | J98.11 | Atelectasis | Atelectasis |
Bicornuate | Q51.3 | Bicornate uterus | Bicornate uterus |
bicuspid (tooth | Q23.1 | Congenital insufficiency of aortic valve | Congenital insufficiency of aortic valve |
bicuspid valve | Q23.1 | Congenital insufficiency of aortic valve | Congenital insufficiency of aortic valve |
bilat foot pain | M79.671 | Pain in right foot | Pain in right foot |
Bilat inflitrates -pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
bilat pedal edema | R60.9 | Edema, unspecified | Edema, unspecified |
bilat PNA | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
bilat stenosis to his carotid arteries | I65.23 | Occlusion and stenosis of bilateral carotid arteries | Occlusion and stenosis of bilateral carotid arteries |
bilat tachypnea | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
Bilateral breast tissue excision done for gynecomastia | N62 | Hypertrophy of breast | Hypertrophy of breast |
bilateral +2 LE edema | R60.9 | Edema, unspecified | Edema, unspecified |
bilateral 2+ lower extremity edema | R60.9 | Edema, unspecified | Edema, unspecified |
bilateral arm and shoulder pain | M25.519 | Pain in unspecified shoulder | Pain in unspecified shoulder |
bilateral atelectasis | J98.11 | Atelectasis | Atelectasis |
bilateral avascular necrosis of the hips | M87.852 | Other osteonecrosis, left femur | Other osteonecrosis, left femur |
bilateral basal atelectasis | J98.11 | Atelectasis | Atelectasis |
bilateral buttock ulcers | L98.419 | Non-pressure chronic ulcer of buttock with unsp severity | Non-pressure chronic ulcer of buttock with unspecified severity |
bilateral cataract extraction | H26.9 | Unspecified cataract | Unspecified cataract |
bilateral cataract extraction | Z98.42 | Cataract extraction status, left eye | Cataract extraction status, left eye |
bilateral cerebellum acute CVA | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
bilateral chronic renal disease | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Bilateral complex thyroid nodules | E04.1 | Nontoxic single thyroid nodule | Nontoxic single thyroid nodule |
bilateral Covid | U07.1 | COVID-19 | COVID-19 |
Bilateral Covid 19 pneumonia | J12.89 | Other viral pneumonia | Other viral pneumonia |
bilateral DVT | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
bilateral emphysema | J43.9 | Emphysema, unspecified | Emphysema, unspecified |
bilateral feet contusion | S90.30XA | Contusion of unspecified foot, initial encounter | Contusion of unspecified foot, initial encounter |
bilateral fifth digit hammertoe deformity | M20.42 | Other hammer toe(s) (acquired), left foot | Other hammer toe(s) (acquired), left foot |
Bilateral flank body wall edema | R60.9 | Edema, unspecified | Edema, unspecified |
bilateral forearm pain | M79.639 | Pain in unspecified forearm | Pain in unspecified forearm |
bilateral glenohumeral joint arthritis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
bilateral hand pain | M79.642 | Pain in left hand | Pain in left hand |
Bilateral hydrosalpinx | N70.11 | Chronic salpingitis | Chronic salpingitis |
bilateral hypothyroidism | E03.9 | Hypothyroidism, unspecified | Hypothyroidism, unspecified |
bilateral intermittent claudication | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
bilateral kidney stones | N20.0 | Calculus of kidney | Calculus of kidney |
Bilateral LE Cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
bilateral limb ischemia | I99.8 | Other disorder of circulatory system | Other disorder of circulatory system |
bilateral lobes demonstrate multifocal pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
bilateral lower extremity cellulitis | L03.115 | Cellulitis of right lower limb | Cellulitis of right lower limb |
bilateral lower extremities edema | R60.0 | Localized edema | Localized edema |
bilateral lower extremitiy cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
Bilateral lower extremity 3+ edema | R60.0 | Localized edema | Localized edema |
bilateral lower extremity contact dermatitis | L25.9 | Unspecified contact dermatitis, unspecified cause | Unspecified contact dermatitis, unspecified cause |
bilateral lower extremity deep vein thrombosis | Z86.718 | Personal history of other venous thrombosis and embolism | Personal history of other venous thrombosis and embolism |
bilateral lower extremity DVT | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
Bilateral lower extremity edema- anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
Bilateral lower extremity purulent cellulitis, likely due to methicillin-resistant Staphylococcus aureus | L03.116 | Cellulitis of left lower limb | Cellulitis of left lower limb |
Bilateral lower extremity purulent cellulitis, likely due to methicillin-resistant Staphylococcus aureus | L03.115 | Cellulitis of right lower limb | Cellulitis of right lower limb |
bilateral lower leg pain | M79.606 | Pain in leg, unspecified | Pain in leg, unspecified |
Bilateral lower lobe subsegmental atelectasis | J98.11 | Atelectasis | Atelectasis |
Bilateral multifocal pulmonary embolism | I26.99 | Other pulmonary embolism without acute cor pulmonale | Other pulmonary embolism without acute cor pulmonale |
bilateral nephritis | N08 | Glomerular disorders in diseases classified elsewhere | Glomerular disorders in diseases classified elsewhere |
bilateral pinky finger pain | M79.646 | Pain in unspecified finger(s) | Pain in unspecified finger(s) |
Bilateral pleural effusion moderate | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
bilateral pleural effusion with pneumonia | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
bilateral pleural effusion with superimposed atelectasis | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
Bilateral pneumonitis | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
bilateral pressure ulcer | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
bilateral pressure ulcers involving the ischium | L89.90 | Pressure ulcer of unspecified site, unspecified stage | Pressure ulcer of unspecified site, unspecified stage |
bilateral psoas abscesses | K68.12 | Psoas muscle abscess | Psoas muscle abscess |
Bilateral pulmonary opacities may be related to pulmonary edema | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
bilateral rib pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
bilateral significant pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
bilateral spondylosis | M47.9 | Spondylosis, unspecified | Spondylosis, unspecified |
bilateral thyroid nodules | E04.1 | Nontoxic single thyroid nodule | Nontoxic single thyroid nodule |
bilateral upper abdominal pain | R10.10 | Upper abdominal pain, unspecified | Upper abdominal pain, unspecified |
Bilateral upper extremity cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
bilateral upper extremity swelling | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
bilateral visual disturbances | H53.9 | Unspecified visual disturbance | Unspecified visual disturbance |
bile cholecystitis | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
biliary disease, pyelonephritis. | K83.9 | Disease of biliary tract, unspecified | Disease of biliary tract, unspecified |
biliary obstruction and liver | K83.1 | Obstruction of bile duct | Obstruction of bile duct |
biliary obstruction due to choledocholithiasis | K83.1 | Obstruction of bile duct | Obstruction of bile duct |
Bipolar disorder depression | F31.9 | Bipolar disorder, unspecified | Bipolar disorder, unspecified |
bipolar disorder, gastric | F31.9 | Bipolar disorder, unspecified | Bipolar disorder, unspecified |
bipolar schizophrenia, dysphagia. | F20.89 | Other schizophrenia | Other schizophrenia |
bite | S91.153A | Open bite of unsp great toe w/o damage to nail, init encntr | Open bite of unspecified great toe without damage to nail, initial encounter |
bladder cancer | C67.9 | Malignant neoplasm of bladder, unspecified | Malignant neoplasm of bladder, unspecified |
Bladder diverticula | N32.3 | Diverticulum of bladder | Diverticulum of bladder |
bladder incontinence, ttp to midline | R32 | Unspecified urinary incontinence | Unspecified urinary incontinence |
bladder outlet obstruction, moderate | N32.0 | Bladder-neck obstruction | Bladder-neck obstruction |
bladder rupture | N32.89 | Other specified disorders of bladder | Other specified disorders of bladder |
bladder scan since there is stil some trouble flushing | R23.2 | Flushing | Flushing |
bladder stone coming in the bladder | N21.0 | Calculus in bladder | Calculus in bladder |
bladder tumor, likely blood loss | D49.4 | Neoplasm of unspecified behavior of bladder | Neoplasm of unspecified behavior of bladder |
bladder wall suggesting cystitis | N30.90 | Cystitis, unspecified without hematuria | Cystitis, unspecified without hematuria |
bleeding | P54.9 | Neonatal hemorrhage, unspecified | Neonatal hemorrhage, unspecified |
bleeding after uterine fibroid | D25.9 | Leiomyoma of uterus, unspecified | Leiomyoma of uterus, unspecified |
bleeding esophageal varices | I85.01 | Esophageal varices with bleeding | Esophageal varices with bleeding |
bleeding is heavy menstrual flow | N92.1 | Excessive and frequent menstruation with irregular cycle | Excessive and frequent menstruation with irregular cycle |
bleeding is bright red | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
bleeding peptic ulcer | K27.9 | Peptic ulc, site unsp, unsp as ac or chr, w/o hemor or perf | Peptic ulcer, site unspecified, unspecified as acute or chronic, without hemorrhage or perforation |
bleeding per rectum secondary to diverticulitis | K57.33 | Dvtrcli of lg int w/o perforation or abscess w bleeding | Diverticulitis of large intestine without perforation or abscess with bleeding |
blepharospasm | G24.5 | Blepharospasm | Blepharospasm |
blindness from brain tumor | H54.40 | Blindness, one eye, unspecified eye | Blindness, one eye, 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.