docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
bronchitis, dyspnea | J40 | Bronchitis, not specified as acute or chronic | Bronchitis, not specified as acute or chronic |
broncho pleural fistula | J86.0 | Pyothorax with fistula | Pyothorax with fistula |
bronchopneumonia | J18.0 | Bronchopneumonia, unspecified organism | Bronchopneumonia, unspecified organism |
Bronchospasm, Pharyngitis | J98.01 | Acute bronchospasm | Acute bronchospasm |
Brucella serology | A23.9 | Brucellosis, unspecified | Brucellosis, unspecified |
Bulging discs L4-L5-S1 | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
Bulging discs L4-L5-S1 | M51.26 | Other intervertebral disc displacement, lumbar region | Other intervertebral disc displacement, lumbar region |
bundle branch block | I45.4 | Nonspecific intraventricular block | Nonspecific intraventricular block |
bunion [right foot | M20.11 | Hallux valgus (acquired), right foot | Hallux valgus (acquired), right foot |
burn of left inner leg | T24.302A | Burn third deg of unsp site left lower limb, ex ank/ft, init | Burn of third degree of unspecified site of left lower limb, except ankle and foot, initial encounter |
burn to right side of the face | T20.30XA | Burn third degree of head, face, and neck, unsp site, init | Burn of third degree of head, face, and neck, unspecified site, initial encounter |
burn wound to right foot | T25.221A | Burn of second degree of right foot, initial encounter | Burn of second degree of right foot, initial encounter |
burping | R14.2 | Eructation | Eructation |
Bursitis of L elbow | M70.30 | Other bursitis of elbow, unspecified elbow | Other bursitis of elbow, unspecified elbow |
Bursitis of the left elbow | M70.32 | Other bursitis of elbow, left elbow | Other bursitis of elbow, left elbow |
buttock area, there is a stage I decubitus ulcer | L89.301 | Pressure ulcer of unspecified buttock, stage 1 | Pressure ulcer of unspecified buttock, stage 1 |
buttock dermatitis | L30.9 | Dermatitis, unspecified | Dermatitis, unspecified |
C difficile colitis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
C. difficile colitis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
C3-4: There is a minimal disc protrusion | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
C3-C4 degenerative joint disease | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
C5-C6 | M50.922 | Unspecified cervical disc disorder at C5-C6 level | Unspecified cervical disc disorder at C5-C6 level |
C6-C7 | M50.923 | Unspecified cervical disc disorder at C6-C7 level | Unspecified cervical disc disorder at C6-C7 level |
C6-C7 cervical spinal stenosis | M48.02 | Spinal stenosis, cervical region | Spinal stenosis, cervical region |
CAD (heart | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD admitted with cellulitis | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD admitted with progressive | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD known 3 vessel | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
cad likely myocarditis | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD Shock | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD, anemia | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD, atrial | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD, hypertension | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Caffeine | T43.611A | Poisoning by caffeine, accidental (unintentional), init | Poisoning by caffeine, accidental (unintentional), initial encounter |
calcaneal bone infection | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
calcification in the right ovary | N83.8 | Oth noninflammatory disord of ovary, fallop and broad ligmt | Other noninflammatory disorders of ovary, fallopian tube and broad ligament |
calcification in aorta and pelvis (iliac vessels | I70.0 | Atherosclerosis of aorta | Atherosclerosis of aorta |
calcification in the right ureter | N28.89 | Other specified disorders of kidney and ureter | Other specified disorders of kidney and ureter |
calcification noted in the aorta | I70.0 | Atherosclerosis of aorta | Atherosclerosis of aorta |
calcified carcinoid tumor | C7A.090 | Malignant carcinoid tumor of the bronchus and lung | Malignant carcinoid tumor of the bronchus and lung |
calcified disc protrusion | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
calcified pleural plaque | J92.9 | Pleural plaque without asbestos | Pleural plaque without asbestos |
calcium | T50.3X5A | Adverse effect of electrolytic/caloric/wtr-bal agnt, init | Adverse effect of electrolytic, caloric and water-balance agents, initial encounter |
calculus acute cholecystitis | K81.0 | Acute cholecystitis | Acute cholecystitis |
calculus along the distal left ureter | N20.1 | Calculus of ureter | Calculus of ureter |
calculus of kidney | Z87.442 | Personal history of urinary calculi | Personal history of urinary calculi |
cancer | C79.31 | Secondary malignant neoplasm of brain | Secondary malignant neoplasm of brain |
cancer ("stomach | C16.9 | Malignant neoplasm of stomach, unspecified | Malignant neoplasm of stomach, unspecified |
cancer fever | R50.9 | Fever, unspecified | Fever, unspecified |
cancer in the left knee | C76.52 | Malignant neoplasm of left lower limb | Malignant neoplasm of left lower limb |
cancer including bladder | C67.9 | Malignant neoplasm of bladder, unspecified | Malignant neoplasm of bladder, unspecified |
Cancer of the Ureter | C66.9 | Malignant neoplasm of unspecified ureter | Malignant neoplasm of unspecified ureter |
Cancer of tongue | C02.9 | Malignant neoplasm of tongue, unspecified | Malignant neoplasm of tongue, unspecified |
cancer on nose | C76.0 | Malignant neoplasm of head, face and neck | Malignant neoplasm of head, face and neck |
cancer to lung | C34.90 | Malignant neoplasm of unsp part of unsp bronchus or lung | Malignant neoplasm of unspecified part of unspecified bronchus or lung |
cancer, left foot | C76.52 | Malignant neoplasm of left lower limb | Malignant neoplasm of left lower limb |
Candida esophagitis | B37.81 | Candidal esophagitis | Candidal esophagitis |
candida infection | B37.9 | Candidiasis, unspecified | Candidiasis, unspecified |
Candida urinary tract infection | B37.49 | Other urogenital candidiasis | Other urogenital candidiasis |
Candidal esophagitis | B37.81 | Candidal esophagitis | Candidal esophagitis |
Candidiasis Dublinesis Fungemia | B49 | Unspecified mycosis | Unspecified mycosis |
carcinoid tumor | C7A.090 | Malignant carcinoid tumor of the bronchus and lung | Malignant carcinoid tumor of the bronchus and lung |
carcinoid tumor as the patient has long-term diarrhea | C7A.090 | Malignant carcinoid tumor of the bronchus and lung | Malignant carcinoid tumor of the bronchus and lung |
carcinoma breast | C50.919 | Malignant neoplasm of unsp site of unspecified female breast | Malignant neoplasm of unspecified site of unspecified female breast |
Carcinoma in situ of skin of lip | D04.0 | Carcinoma in situ of skin of lip | Carcinoma in situ of skin of lip |
carcinoma in the right kidney | C64.1 | Malignant neoplasm of right kidney, except renal pelvis | Malignant neoplasm of right kidney, except renal pelvis |
carcinoma in the right upper lobe | C34.11 | Malignant neoplasm of upper lobe, right bronchus or lung | Malignant neoplasm of upper lobe, right bronchus or lung |
carcinoma of the throat | C14.0 | Malignant neoplasm of pharynx, unspecified | Malignant neoplasm of pharynx, unspecified |
carcinoma of tongue | C02.9 | Malignant neoplasm of tongue, unspecified | Malignant neoplasm of tongue, unspecified |
carcinomatosis | C80.0 | Disseminated malignant neoplasm, unspecified | Disseminated malignant neoplasm, unspecified |
Cardia arrhythmia | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
cardiac arrest | Z86.74 | Personal history of sudden cardiac arrest | Personal history of sudden cardiac arrest |
cardiac arrest out of which one had asthma | I46.9 | Cardiac arrest, cause unspecified | Cardiac arrest, cause unspecified |
cardiac arrest with septic | Z86.74 | Personal history of sudden cardiac arrest | Personal history of sudden cardiac arrest |
cardiac arrest, brain tumor | Z86.74 | Personal history of sudden cardiac arrest | Personal history of sudden cardiac arrest |
Cardiac arrhythmias with heart block | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
Cardiac arrhythmias, heart | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
Cardiac arrythmima Atrial fibrillation | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
cardiac cachexia, congestive heart failure NYHA | R64 | Cachexia | Cachexia |
cardiac shock | R57.9 | Shock, unspecified | Shock, unspecified |
Cardiac stent | Z95.5 | Presence of coronary angioplasty implant and graft | Presence of coronary angioplasty implant and graft |
cardiac stroke | 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 |
cardiac tamponade, though currently stable | I31.4 | Cardiac tamponade | Cardiac tamponade |
cardiac workup for chest pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
cardiac workups for fluid retention | R60.9 | Edema, unspecified | Edema, unspecified |
cardiogenic shock secondary to severe systolic | R57.0 | Cardiogenic shock | Cardiogenic shock |
cardiomyopathy could be secondary to prolonged cardiac arrest | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
cardiomyopathy is most likely related to hypertension | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
Cardiomyopathy with shock | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
cardiomyopathy, acute on chronic | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
cardiomyopathy, sleep apnea. | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
cardiomyopathy, we recommend coronary artery bypass graft | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
cardiorenal syndrome | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
cardiorenal syndrome as he has significant congestive heart failure | I13.10 | Hyp hrt & chr kdny dis w/o hrt fail, w stg 1-4/unsp chr kdny | Hypertensive heart and chronic kidney disease without heart failure, with stage 1 through stage 4 chronic kidney disease, or unspecified chronic kidney disease |
Cardiorenal syndrome: classic cardiorenal | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
caries in the right lower third molar | A18.09 | Other musculoskeletal tuberculosis | Other musculoskeletal tuberculosis |
Carotid artery high-grade stenosis | I65.29 | Occlusion and stenosis of unspecified carotid artery | Occlusion and stenosis of unspecified carotid artery |
carotid doppler for tia | G45.9 | Transient cerebral ischemic attack, unspecified | Transient cerebral ischemic attack, unspecified |
CAROTID STENOSIS | I65.29 | Occlusion and stenosis of unspecified carotid artery | Occlusion and stenosis of unspecified carotid artery |
Carpal tunnel syndrome, left wrist | G56.02 | Carpal tunnel syndrome, left upper limb | Carpal tunnel syndrome, left upper limb |
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.