docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Elevated LFTs believed to be due to alcohol abuse | R94.5 | Abnormal results of liver function studies | Abnormal results of liver function studies |
Elevated LFTs, likely due to STEMI | R94.5 | Abnormal results of liver function studies | Abnormal results of liver function studies |
Elevated liver enzymes - from alcoholic liver disease | R94.5 | Abnormal results of liver function studies | Abnormal results of liver function studies |
Elevated liver enzymes pt w/alcoholic cirrhosis | R94.5 | Abnormal results of liver function studies | Abnormal results of liver function studies |
elevated liver enzymes, cholelithiasis | R94.5 | Abnormal results of liver function studies | Abnormal results of liver function studies |
elevated liver enzymes, CT abd = cholecystitis. | R94.5 | Abnormal results of liver function studies | Abnormal results of liver function studies |
elevated troponin and cardiac | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
Elevated troponin hypoxia | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
Elevated troponin is most likely related to hypertension | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
Elevated troponin likely from congestion | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
elevated troponin too, as the patient also having the headache. | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
Elevated troponin, likely from the sepsis | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
elevated TSH | R94.6 | Abnormal results of thyroid function studies | Abnormal results of thyroid function studies |
Elevated WBC | D72.829 | Elevated white blood cell count, unspecified | Elevated white blood cell count, unspecified |
elevated white blood cell count as well as the patient was having fever | D72.829 | Elevated white blood cell count, unspecified | Elevated white blood cell count, unspecified |
emaciated | E41 | Nutritional marasmus | Nutritional marasmus |
embolism | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
embolus evident within the central hilar | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
embolus in the anterior segment | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
emphysema of the lungs | J43.9 | Emphysema, unspecified | Emphysema, unspecified |
emphysema, I was consulted to place a right chest | J43.9 | Emphysema, unspecified | Emphysema, unspecified |
empyema and underwent pleural | J86.9 | Pyothorax without fistula | Pyothorax without fistula |
empyema with an interlobar abscess | J86.9 | Pyothorax without fistula | Pyothorax without fistula |
enceph | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
encephalomalacia in posterior left | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
encephalomalacia in the left posterior temporal | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
Encephalomalacia of the left parietal lobe | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
Encephalomalacia within the right frontal | G93.89 | Other specified disorders of brain | Other specified disorders of brain |
encephalopathic with chronic | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
Encephalopathy - multifactorial from hypernatremia | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
encephalopathy can get worse with the hypoglycemia | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
encephalopathy due to drug overdose, suicidal | 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 |
encephalopathy from urinary tract infection | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
encephalopathy secondary to infection | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
encephalopathy secondary to urinary tract infection | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
Encephalopathy, combination of toxic | G92 | Toxic encephalopathy | Toxic encephalopathy |
Encephalopathy, multifactorial infectious | G93.49 | Other encephalopathy | Other encephalopathy |
encephalopathy: sepsis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
End stage DJD | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
end stage liver cirrhosis due to ETOH , hep c | B19.20 | Unspecified viral hepatitis C without hepatic coma | Unspecified viral hepatitis C without hepatic coma |
End stage Osteoarthritis of left knee | M17.12 | Unilateral primary osteoarthritis, left knee | Unilateral primary osteoarthritis, left knee |
End stage renal disease due to hypertension | N18.6 | End stage renal disease | End stage renal disease |
end stage renal disease on dialysis | N18.6 | End stage renal disease | End stage renal disease |
End Stage Renal Disease with hemodialysis | N18.6 | End stage renal disease | End stage renal disease |
End Stage Renal Disease, Dialysis Dependent | N18.6 | End stage renal disease | End stage renal disease |
End stage renal failure on dialysis on HD | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
end-stage arthritis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
End-stage osteoarthritis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
End-stage osteoarthritis of left knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
End-stage osteoarthritis of the right glenohumeral joint | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
end-stage osteoarthritis, left knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
End-stage renal disease - The patient gets dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
End-stage renal disease - The patient is on peritoneal dialysis | N18.6 | End stage renal disease | End stage renal disease |
end-stage renal disease associated anemia | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
end-stage renal disease requiring regular dialysis | N18.6 | End stage renal disease | End stage renal disease |
end-stage renal disease resulting from hypertension | N18.6 | End stage renal disease | End stage renal disease |
end-stage renal disease secondary to focal segmental glomerulosclerosis | N18.6 | End stage renal disease | End stage renal disease |
End-stage renal disease with hypertensive heart disease | N18.6 | End stage renal disease | End stage renal disease |
end-stage renal disease, likely etiology hypertension | N18.6 | End stage renal disease | End stage renal disease |
End-stage renal disease, currently on dialysis | N18.6 | End stage renal disease | End stage renal disease |
end-stage renal disease, intermittently on dialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
End-stage renal disease, on dialysis | N18.6 | End stage renal disease | End stage renal disease |
End-stage renal disease, patient gets peritoneal dialysis every | N18.6 | End stage renal disease | End stage renal disease |
endocarditis, results showed aortic valve | I35.8 | Other nonrheumatic aortic valve disorders | Other nonrheumatic aortic valve disorders |
enlarged lymph nodes are noted in the abdomen and pelvis | R59.9 | Enlarged lymph nodes, unspecified | Enlarged lymph nodes, unspecified |
enlarged lymph nodes are seen in the antrum | R59.9 | Enlarged lymph nodes, unspecified | Enlarged lymph nodes, unspecified |
Enlarged prostate gland | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
Enlarged prostate gland indents the urinary bladder | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
enlarged uterus extends to the abdomen | N85.2 | Hypertrophy of uterus | Hypertrophy of uterus |
Enteritis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
enteritis atelectasis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
enteritis of infectious | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
Enteritis of the small intestine | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
Enterobacter cloaca | Q43.7 | Persistent cloaca | Persistent cloaca |
Enterobacter cloacae | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
Enterobacter cloacae left fifth metatarsal | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
Enterobacter cloacae urinary tract | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
Enterobacter pneumonia | J15.6 | Pneumonia due to other aerobic Gram-negative bacteria | Pneumonia due to other aerobic Gram-negative bacteria |
Enterococcus faecalis nonhealing wound | B95.2 | Enterococcus as the cause of diseases classified elsewhere | Enterococcus as the cause of diseases classified elsewhere |
Enterococcus faecalis which is growing in a sacral | B95.2 | Enterococcus as the cause of diseases classified elsewhere | Enterococcus as the cause of diseases classified elsewhere |
Enterocolitis with either bacterial | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
enterocutaneous fistula associated with mesh infection | K63.2 | Fistula of intestine | Fistula of intestine |
enterocutaneous fistula in between the anterior | K63.2 | Fistula of intestine | Fistula of intestine |
enterocutaneous fistula with anemia | K63.2 | Fistula of intestine | Fistula of intestine |
enteropathy | K63.9 | Disease of intestine, unspecified | Disease of intestine, unspecified |
enterostomy | Z93.4 | Other artificial openings of gastrointestinal tract status | Other artificial openings of gastrointestinal tract status |
epidural abscess at T12-L1/L2 | G06.2 | Extradural and subdural abscess, unspecified | Extradural and subdural abscess, unspecified |
epidural abscess of lumbar spine | G06.2 | Extradural and subdural abscess, unspecified | Extradural and subdural abscess, unspecified |
epigastric abdominal pain going to the right back | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain - mod | R10.13 | Epigastric pain | Epigastric pain |
Epigastric pain after eating, Eval for acute | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain after spicy food | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain as trapped pain | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain in diabetic | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain that radiate into her left chest | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain that radiates to R back | R10.13 | Epigastric pain | Epigastric pain |
Epigastric pain, constipation | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain, intermittent | R10.13 | Epigastric pain | Epigastric pain |
epigastric pain, nausea resolved ] | R10.13 | Epigastric pain | Epigastric pain |
epigastric substernal chest pain | R07.89 | Other chest pain | Other chest pain |
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.