docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
aphasic, R side hemiparesis. | R47.01 | Aphasia | Aphasia |
apical thrombus | I51.3 | Intracardiac thrombosis, not elsewhere classified | Intracardiac thrombosis, not elsewhere classified |
appendicitis leads to the colitis | K37 | Unspecified appendicitis | Unspecified appendicitis |
appendicitis w/abscess | K37 | Unspecified appendicitis | Unspecified appendicitis |
ARF - likely cardiorenal | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
ARF due to ATN | N17.0 | Acute kidney failure with tubular necrosis | Acute kidney failure with tubular necrosis |
ARF, TAKOSUBO SYNDROME | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
arm cellulitis | L03.119 | Cellulitis of unspecified part of limb | Cellulitis of unspecified part of limb |
arm tremor | R25.1 | Tremor, unspecified | Tremor, unspecified |
arrhythmia on tele here Carotid | I49.8 | Other specified cardiac arrhythmias | Other specified cardiac arrhythmias |
arrhythmia, hypertensive | I49.8 | Other specified cardiac arrhythmias | Other specified cardiac arrhythmias |
arrhythmias caused excessive | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
arrythmia today-no bradycardia | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
arterial hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
arterial occlusion in either lower extremity | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
arterial occlusion in the head | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
arterial occlusion LLE | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
arteriosclerosis in native artery | I70.90 | Unspecified atherosclerosis | Unspecified atherosclerosis |
arteriovenous fistula | I77.0 | Arteriovenous fistula, acquired | Arteriovenous fistula, acquired |
Arteriovenous nodal reentry tachycardia | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
arthritic changes on left knee | M17.12 | Unilateral primary osteoarthritis, left knee | Unilateral primary osteoarthritis, left knee |
Arthritis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Arthritis [septic arthritis | M00.9 | Pyogenic arthritis, unspecified | Pyogenic arthritis, unspecified |
arthritis and nobody advised her to get knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
arthritis at scaphotrapeziotrapezoid joint | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Arthritis hip and knee | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
arthritis in both her back and her hip | M16.0 | Bilateral primary osteoarthritis of hip | Bilateral primary osteoarthritis of hip |
arthritis in the fifth MTP joint | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthritis left knee | M17.12 | Unilateral primary osteoarthritis, left knee | Unilateral primary osteoarthritis, left knee |
arthritis of shoulder | M19.019 | Primary osteoarthritis, unspecified shoulder | Primary osteoarthritis, unspecified shoulder |
arthritis pain | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthritis related interstitial lung disease | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthritis, left knee arthoplasty, left femur | M17.12 | Unilateral primary osteoarthritis, left knee | Unilateral primary osteoarthritis, left knee |
arthritis, neuropathy seen | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthritis, rheumatic | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthritis, rheumatic fever (as | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthritis, sleep apnea (uses | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthrodesis | Z98.1 | Arthrodesis status | Arthrodesis status |
arthrofibrosis of the knee | M24.60 | Ankylosis, unspecified joint | Ankylosis, unspecified joint |
arthropathy are identified throughout the cervical spine | M12.9 | Arthropathy, unspecified | Arthropathy, unspecified |
arthropathy are present throughout the lower lumbar spine | M12.9 | Arthropathy, unspecified | Arthropathy, unspecified |
arthropathy are seen at multiple | M12.9 | Arthropathy, unspecified | Arthropathy, unspecified |
arthrosis femur | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
arthrosis of the left glenohumeral joint | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Ascending aortic dissection | I71.00 | Dissection of unspecified site of aorta | Dissection of unspecified site of aorta |
ascending pyelitis | N12 | Tubulo-interstitial nephritis, not spcf as acute or chronic | Tubulo-interstitial nephritis, not specified as acute or chronic |
Ascites - from liver cirrhosis | R18.8 | Other ascites | Other ascites |
ascites consistent with portal | R18.8 | Other ascites | Other ascites |
Ascites secondary to hypertension | R18.8 | Other ascites | Other ascites |
ascites, liver cirrhosis | R18.8 | Other ascites | Other ascites |
ascites, which can worsen the current symptoms of infection | R18.8 | Other ascites | Other ascites |
aseptic meningitis seccondary to IVIG infusion | G03.0 | Nonpyogenic meningitis | Nonpyogenic meningitis |
Asp pneumonia | J69.0 | Pneumonitis due to inhalation of food and vomit | Pneumonitis due to inhalation of food and vomit |
Asperger's disorder | F84.5 | Asperger's syndrome | Asperger's syndrome |
aspergillosis _____ candidemia | B37.89 | Other sites of candidiasis | Other sites of candidiasis |
aspiration pneumonia -with multiorgan failure | J69.0 | Pneumonitis due to inhalation of food and vomit | Pneumonitis due to inhalation of food and vomit |
aspiration pneumonia | J69.0 | Pneumonitis due to inhalation of food and vomit | Pneumonitis due to inhalation of food and vomit |
aspiration pneumonia with gastroenteritis | J69.0 | Pneumonitis due to inhalation of food and vomit | Pneumonitis due to inhalation of food and vomit |
aspiration pneumonia with urinary tract infection | J69.0 | Pneumonitis due to inhalation of food and vomit | Pneumonitis due to inhalation of food and vomit |
ASPIRATION PNEUMONIA, SEPSIS | J69.0 | Pneumonitis due to inhalation of food and vomit | Pneumonitis due to inhalation of food and vomit |
asthma is well controlled | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma as this may help his pneumothorax | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma exacerbation - mild | J45.901 | Unspecified asthma with (acute) exacerbation | Unspecified asthma with (acute) exacerbation |
asthma exacerbation, mild | J45.901 | Unspecified asthma with (acute) exacerbation | Unspecified asthma with (acute) exacerbation |
asthma is fairly well controlled | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma is stable | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma on home O2 | Z99.81 | Dependence on supplemental oxygen | Dependence on supplemental oxygen |
asthma presents tachycardic | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
asthma presents wtih URI | J06.9 | Acute upper respiratory infection, unspecified | Acute upper respiratory infection, unspecified |
asthma, diabetes. | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, hypothyroidism. | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, type 2 | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, atrial | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
Asthma, Cancer | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, cardiac | I50.1 | Left ventricular failure | Left ventricular failure |
Asthma, chronic | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
Asthma, chronic, currently controlled | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, CKD | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
Asthma, COPD | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, currently breathing controlled | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, hypothyroidism. | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, myasthenia | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, peripheral | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
Asthma, Scoliosis | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, thyroid | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asthma, will discuss antibody infusion | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
asymptomatic bacteruria | R82.71 | Bacteriuria | Bacteriuria |
asymptomatic bradycardia | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
asymptomatic COVID 19 infection | U07.1 | COVID-19 | COVID-19 |
asymptomatic COVID infection | U07.1 | COVID-19 | COVID-19 |
asymptomatic for hypoglycemia | E16.2 | Hypoglycemia, unspecified | Hypoglycemia, unspecified |
asymptomatic hypoglycemia | E16.2 | Hypoglycemia, unspecified | Hypoglycemia, unspecified |
asymptomatic ventricular tachycardia | I47.2 | Ventricular tachycardia | Ventricular tachycardia |
ataxia | R27.0 | Ataxia, unspecified | Ataxia, unspecified |
ataxia, sigmoid colonic | R27.0 | Ataxia, unspecified | Ataxia, unspecified |
Ataxic Gait | R26.0 | Ataxic gait | Ataxic gait |
atelectasis at the lower lungs and lungs | J98.11 | Atelectasis | Atelectasis |
atelectasis in the left lung | J98.11 | Atelectasis | Atelectasis |
atelectasis in the lower lobes of the lungs | J98.11 | Atelectasis | Atelectasis |
atelectasis in the lower lungs | J98.11 | Atelectasis | Atelectasis |
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.