docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Acute chest pain with tachycardia | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
acute chest syndrome #2 chest pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
acute cholangitis | K80.32 | Calculus of bile duct with acute cholangitis w/o obstruction | Calculus of bile duct with acute cholangitis without obstruction |
acute cholecystitis, cholelithiasis | K81.0 | Acute cholecystitis | Acute cholecystitis |
Acute cholecystitis, cholelithiasis. | K81.0 | Acute cholecystitis | Acute cholecystitis |
acute cholelithiasis | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
Acute chronic obstructive pulmonary disease exacerbation with hypoxemia | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
Acute chronic respiratory failure | J96.00 | Acute respiratory failure, unsp w hypoxia or hypercapnia | Acute respiratory failure, unspecified whether with hypoxia or hypercapnia |
Acute cluster headache | G44.009 | Cluster headache syndrome, unspecified, not intractable | Cluster headache syndrome, unspecified, not intractable |
Acute complicate UTI | Z87.440 | Personal history of urinary (tract) infections | Personal history of urinary (tract) infections |
acute compression fracture of L3 vertebral body | M48.56XA | Collapsed vertebra, NEC, lumbar region, init | Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture |
acute congestive failure | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
acute congestive heart failure diastolic | I50.31 | Acute diastolic (congestive) heart failure | Acute diastolic (congestive) heart failure |
Acute copd exacerbation w/hypoxia | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
Acute Coronary Syndrome, COPD | I24.9 | Acute ischemic heart disease, unspecified | Acute ischemic heart disease, unspecified |
ACUTE CORONAVIRUS PNEUMONIA | U07.1 | COVID-19 | COVID-19 |
Acute cough | R05 | Cough | Cough |
ACUTE COVID PNEUMONIA | U07.1 | COVID-19 | COVID-19 |
Acute Covid19 | U07.1 | COVID-19 | COVID-19 |
acute cutaneous allergic reaction | T78.40XA | Allergy, unspecified, initial encounter | Allergy, unspecified, initial encounter |
acute CVA as CTA head | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
acute cystitis | N30.00 | Acute cystitis without hematuria | Acute cystitis without hematuria |
Acute cystitis with hematuria | N30.01 | Acute cystitis with hematuria | Acute cystitis with hematuria |
acute decompensation of alcoholic cirrhosis | K70.30 | Alcoholic cirrhosis of liver without ascites | Alcoholic cirrhosis of liver without ascites |
Acute decompensation of ch resp failure | J96.00 | Acute respiratory failure, unsp w hypoxia or hypercapnia | Acute respiratory failure, unspecified whether with hypoxia or hypercapnia |
Acute delirium | F05 | Delirium due to known physiological condition | Delirium due to known physiological condition |
acute dental pain | K08.9 | Disorder of teeth and supporting structures, unspecified | Disorder of teeth and supporting structures, unspecified |
Acute diabetic foot | E11.621 | Type 2 diabetes mellitus with foot ulcer | Type 2 diabetes mellitus with foot ulcer |
Acute Diastolic CHF | I50.31 | Acute diastolic (congestive) heart failure | Acute diastolic (congestive) heart failure |
Acute diverticulitis of sigmoid colon | K57.32 | Dvtrcli of lg int w/o perforation or abscess w/o bleeding | Diverticulitis of large intestine without perforation or abscess without bleeding |
acute diverticulitis of simgoid colon | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
acute diverticulitis of small intestine | K57.12 | Dvtrcli of sm int w/o perforation or abscess w/o bleeding | Diverticulitis of small intestine without perforation or abscess without bleeding |
ACUTE DIVERTICULITIS W/ PERFORATION | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
acute diverticulitis with a small 4 cm abscess | K57.92 | Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed | Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding |
acute dysentery | A09 | Infectious gastroenteritis and colitis, unspecified | Infectious gastroenteritis and colitis, unspecified |
Acute E. Coli urinary tract | B96.20 | Unsp Escherichia coli as the cause of diseases classd elswhr | Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere |
acute episode of nausea | R11.0 | Nausea | Nausea |
acute epistaxis | R04.0 | Epistaxis | Epistaxis |
acute exacerbation of chronic back pain | G89.29 | Other chronic pain | Other chronic pain |
acute exacerbation of COVID | U07.1 | COVID-19 | COVID-19 |
acute exacerbation of dizziness | R42 | Dizziness and giddiness | Dizziness and giddiness |
acute exacerbation of her Lupus | M32.9 | Systemic lupus erythematosus, unspecified | Systemic lupus erythematosus, unspecified |
Acute exacerbtion of diastolic heart failure | I50.31 | Acute diastolic (congestive) heart failure | Acute diastolic (congestive) heart failure |
Acute Femoral Lymphadenitis | L04.9 | Acute lymphadenitis, unspecified | Acute lymphadenitis, unspecified |
acute findings for cause of anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
Acute flare up of Ulcerative Colitis | K51.90 | Ulcerative colitis, unspecified, without complications | Ulcerative colitis, unspecified, without complications |
acute foot pain | M79.673 | Pain in unspecified foot | Pain in unspecified foot |
Acute FOSH Right hand injury | S66.209A | Unsp inj extensor musc/fasc/tend thmb at wrs/hnd lv, init | Unspecified injury of extensor muscle, fascia and tendon of unspecified thumb at wrist and hand level, initial encounter |
Acute gall stone | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
Acute gastrointestinal bleed secondary to gastritis | K92.2 | Gastrointestinal hemorrhage, unspecified | Gastrointestinal hemorrhage, unspecified |
acute gastroparesis | K31.84 | Gastroparesis | Gastroparesis |
Acute gout flare up of right foot | M10.071 | Idiopathic gout, right ankle and foot | Idiopathic gout, right ankle and foot |
acute hematuria w/pneumonia | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
acute hemoptysis | R04.2 | Hemoptysis | Hemoptysis |
Acute hepatic encephalopathy | K72.00 | Acute and subacute hepatic failure without coma | Acute and subacute hepatic failure without coma |
acute herniated disc at L5-S1 | M51.27 | Other intervertebral disc displacement, lumbosacral region | Other intervertebral disc displacement, lumbosacral region |
Acute herniated disc, L4 | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
acute hydrocephalus | G91.9 | Hydrocephalus, unspecified | Hydrocephalus, unspecified |
Acute hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
acute hypercapnic | R06.89 | Other abnormalities of breathing | Other abnormalities of breathing |
acute hypercapnic and hypoxic respiratory failure | J96.02 | Acute respiratory failure with hypercapnia | Acute respiratory failure with hypercapnia |
Acute hyperkalemia (resolved) due to missed HD | E87.5 | Hyperkalemia | Hyperkalemia |
Acute hypophosphatemia | E83.39 | Other disorders of phosphorus metabolism | Other disorders of phosphorus metabolism |
Acute hypotension secondary to nausea | I95.89 | Other hypotension | Other hypotension |
Acute hypoxemic respiratory failure with bibasilar pneumonia | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxemic respiratory failure with respiratory acidosis | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxemic respiratory failure, overall stable | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute Hypoxia with respiratory | R09.02 | Hypoxemia | Hypoxemia |
Acute hypoxic and hypercapnic respiratory failure | J96.02 | Acute respiratory failure with hypercapnia | Acute respiratory failure with hypercapnia |
Acute hypoxic respiratory failure - is currently back | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxic respiratory failure - on O2 Chest x-ray shows bilateral pulmonary | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxic respiratory failure asthma | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxic respiratory failure likely secondary to pneumonia | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxic respiratory failure likely secondary to the pneumonia | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute Hypoxic Respiratory failure with Acidosis | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute Hypoxic Respiratory Failure with pneumonia | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxic respiratory failure, currently requiring 2 liters nasal | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute hypoxic respiratory failure, likely secondary to the bilateral pneumonia | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
aCUTE hYPOXIC rESPIRATORY fAILURE: dUE TO Pneumonia | J96.01 | Acute respiratory failure with hypoxia | Acute respiratory failure with hypoxia |
Acute Ileus | K56.7 | Ileus, unspecified | Ileus, unspecified |
Acute in Chronic kidney disease | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Acute infarct in the right cerebellum | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
acute infarct of the brain | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
acute inflammation inside the colon | N73.0 | Acute parametritis and pelvic cellulitis | Acute parametritis and pelvic cellulitis |
Acute influenza A | J10.1 | Flu due to oth ident influenza virus w oth resp manifest | Influenza due to other identified influenza virus with other respiratory manifestations |
Acute insulin dependent diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Acute interstial Nephritis | N08 | Glomerular disorders in diseases classified elsewhere | Glomerular disorders in diseases classified elsewhere |
Acute kidney failure | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
Acute kidney failure secondary to sepsis | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
Acute kidney injury - ATN | N17.0 | Acute kidney failure with tubular necrosis | Acute kidney failure with tubular necrosis |
Acute kidney injury - from acute tubular necrosis | N17.0 | Acute kidney failure with tubular necrosis | Acute kidney failure with tubular necrosis |
Acute kidney injury - creatinine is improving back | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
Acute kidney injury abdomen | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
acute kidney injury as well as hypokalemia | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
acute kidney injury due to sepsis | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
acute kidney injury following coronary artery | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
acute kidney injury related to acute tubular necrosis | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
acute kidney injury requiring hemodialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
acute kidney injury secondary to sepsis | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
Acute kidney injury secondary to uncontrolled hypertension | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
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.