docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Brucella | A23.9 | Brucellosis, unspecified | Brucellosis, unspecified |
bruising | P54.5 | Neonatal cutaneous hemorrhage | Neonatal cutaneous hemorrhage |
bruit | R09.89 | Oth symptoms and signs involving the circ and resp systems | Other specified symptoms and signs involving the circulatory and respiratory systems |
bruit , HD today | R09.89 | Oth symptoms and signs involving the circ and resp systems | Other specified symptoms and signs involving the circulatory and respiratory systems |
bruit, HD today | R09.89 | Oth symptoms and signs involving the circ and resp systems | Other specified symptoms and signs involving the circulatory and respiratory systems |
bug bite forehead | B88.0 | Other acariasis | Other acariasis |
bug bite on right side of abdomen | B88.0 | Other acariasis | Other acariasis |
Burn of neck | T20.17XA | Burn of first degree of neck, initial encounter | Burn of first degree of neck, initial encounter |
burn to right hand | T23.301A | Burn of third degree of right hand, unsp site, init encntr | Burn of third degree of right hand, unspecified site, initial encounter |
burning sensation in both feet secondary to diabetic neuropathy | T25.129A | Burn of first degree of unspecified foot, initial encounter | Burn of first degree of unspecified foot, initial encounter |
burning sensation that radiates to her chest | T21.31XA | Burn of third degree of chest wall, initial encounter | Burn of third degree of chest wall, initial encounter |
bursitis left hip | M70.72 | Other bursitis of hip, left hip | Other bursitis of hip, left hip |
bursitis that could cause slight | M71.9 | Bursopathy, unspecified | Bursopathy, unspecified |
buttock abscess | L02.31 | Cutaneous abscess of buttock | Cutaneous abscess of buttock |
C.diff colitis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
C4-C6 cervical stenosis | M48.02 | Spinal stenosis, cervical region | Spinal stenosis, cervical region |
C5-C6 degenerative disk disease | M50.322 | Other cervical disc degeneration at C5-C6 level | Other cervical disc degeneration at C5-C6 level |
C6-7:There is a broad-based disc protrusion | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
C6-C7 | M50.823 | Other cervical disc disorders at C6-C7 level | Other cervical disc disorders at C6-C7 level |
Cachetic | R64 | Cachexia | Cachexia |
CAD involving multivessel pre op cardiac | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD, cardiomyopathy. | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
CAD, iron deficiency | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
calcaneal and talar bone osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
calcification in the right kidney | N28.89 | Other specified disorders of kidney and ureter | Other specified disorders of kidney and ureter |
calcification of the aorta | I70.0 | Atherosclerosis of aorta | Atherosclerosis of aorta |
calcification of the aortic | I70.0 | Atherosclerosis of aorta | Atherosclerosis of aorta |
calcified bladder | N32.89 | Other specified disorders of bladder | Other specified disorders of bladder |
calcified gallstone | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
Calcified uterine fibroid | D25.9 | Leiomyoma of uterus, unspecified | Leiomyoma of uterus, unspecified |
calculi in the right mid ureter | N20.1 | Calculus of ureter | Calculus of ureter |
calculus within the left ureter | N20.1 | Calculus of ureter | Calculus of ureter |
calculus within the right ureter | N20.1 | Calculus of ureter | Calculus of ureter |
callus | L84 | Corns and callosities | Corns and callosities |
callus _____ infected | L84 | Corns and callosities | Corns and callosities |
callus which is present on the plantar aspect of the right | L84 | Corns and callosities | Corns and callosities |
calorie malnutrition end stage renal disease | E46 | Unspecified protein-calorie malnutrition | Unspecified protein-calorie malnutrition |
calorie malnutrition infection | E46 | Unspecified protein-calorie malnutrition | Unspecified protein-calorie malnutrition |
canal stenosis at any lumbar | M48.00 | Spinal stenosis, site unspecified | Spinal stenosis, site unspecified |
cancer | C78.7 | Secondary malig neoplasm of liver and intrahepatic bile duct | Secondary malignant neoplasm of liver and intrahepatic bile duct |
cancer , bladder | C67.9 | Malignant neoplasm of bladder, unspecified | Malignant neoplasm of bladder, unspecified |
cancer as well as chronic kidney disease | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
cancer behind R ear | C44.201 | Unsp malig neoplasm skin/ unsp ear and external auric canal | Unspecified malignant neoplasm of skin of unspecified ear and external auricular canal |
cancer evaluated for AKI | N17.9 | Acute kidney failure, unspecified | Acute kidney failure, unspecified |
cancer in the liver | C22.0 | Liver cell carcinoma | Liver cell carcinoma |
cancer lungs | C34.90 | Malignant neoplasm of unsp part of unsp bronchus or lung | Malignant neoplasm of unspecified part of unspecified bronchus or lung |
cancer of her lung | C34.90 | Malignant neoplasm of unsp part of unsp bronchus or lung | Malignant neoplasm of unspecified part of unspecified bronchus or lung |
cancer, anuerysm in stomach | C16.9 | Malignant neoplasm of stomach, unspecified | Malignant neoplasm of stomach, unspecified |
Cancer, cervical | C53.9 | Malignant neoplasm of cervix uteri, unspecified | Malignant neoplasm of cervix uteri, unspecified |
Cancer, liver | C22.0 | Liver cell carcinoma | Liver cell carcinoma |
Cancer, stomach | C16.9 | Malignant neoplasm of stomach, unspecified | Malignant neoplasm of stomach, unspecified |
Cancer, throat | C14.0 | Malignant neoplasm of pharynx, unspecified | Malignant neoplasm of pharynx, unspecified |
candida vaginitis | B37.3 | Candidiasis of vulva and vagina | Candidiasis of vulva and vagina |
candidal intertrigo in the groin | B37.2 | Candidiasis of skin and nail | Candidiasis of skin and nail |
Candidiasis of abdominal | B37.9 | Candidiasis, unspecified | Candidiasis, unspecified |
carcinoma of the ear | C44.201 | Unsp malig neoplasm skin/ unsp ear and external auric canal | Unspecified malignant neoplasm of skin of unspecified ear and external auricular canal |
Carcinoma of the right breast | C50.911 | Malignant neoplasm of unsp site of right female breast | Malignant neoplasm of unspecified site of right female breast |
carcinomatosis in right lung | C80.0 | Disseminated malignant neoplasm, unspecified | Disseminated malignant neoplasm, unspecified |
carcinomatosis in the lungs | C80.0 | Disseminated malignant neoplasm, unspecified | Disseminated malignant neoplasm, unspecified |
cardia arrhythmias | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
Cardiac arrest | I46.9 | Cardiac arrest, cause unspecified | Cardiac arrest, cause unspecified |
cardiac arrest (PEA) most likely from hypoxemia | I46.9 | Cardiac arrest, cause unspecified | Cardiac arrest, cause unspecified |
cardiac arrest after aspiration pneumonia | Z87.01 | Personal history of pneumonia (recurrent) | Personal history of pneumonia (recurrent) |
cardiac arrest during HD | I46.9 | Cardiac arrest, cause unspecified | Cardiac arrest, cause unspecified |
cardiac arrest was hyperkalemia | E87.5 | Hyperkalemia | Hyperkalemia |
cardiac arrest with leukocytosis | Z86.74 | Personal history of sudden cardiac arrest | Personal history of sudden cardiac arrest |
CARDIAC ARREST, ACIDOSIS | I46.9 | Cardiac arrest, cause unspecified | Cardiac arrest, cause unspecified |
cardiac arrhythmia probability for the congestive heart failure | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
Cardiac arrhythmia with cardiac arrest | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
Cardiac arrhythmia, bradycardia. | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
Cardiac arrhythmia, stable | I49.9 | Cardiac arrhythmia, unspecified | Cardiac arrhythmia, unspecified |
cardiac cath that showed CAD | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Cardiac catheterization showed multivessel coronary artery disease | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
cardiac cirrhosis | K76.1 | Chronic passive congestion of liver | Chronic passive congestion of liver |
cardiac CP | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
cardiac dyspnea | R06.00 | Dyspnea, unspecified | Dyspnea, unspecified |
Cardiac stents Polysubstance abuse | F19.10 | Other psychoactive substance abuse, uncomplicated | Other psychoactive substance abuse, uncomplicated |
cardiac stroke | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
cardiogenic shock ____ septic shock | R57.0 | Cardiogenic shock | Cardiogenic shock |
cardiogenic shock orseptic shock | R57.0 | Cardiogenic shock | Cardiogenic shock |
Cardiomyopathy may be related to alcoholism | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
cardiomyopathy, likely have the hypertensive heart disease | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
cardiorenal etc. Renal failure | N19 | Unspecified kidney failure | Unspecified kidney failure |
cardiorenal syndrome as he has significant congestive heart failure | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
cardiorespiratory failure | R09.2 | Respiratory arrest | Respiratory arrest |
carotid doppler revealed severe stenosis | I65.29 | Occlusion and stenosis of unspecified carotid artery | Occlusion and stenosis of unspecified carotid artery |
cataract | H26.9 | Unspecified cataract | Unspecified cataract |
cataract extraction | Z98.49 | Cataract extraction status, unspecified eye | Cataract extraction status, unspecified eye |
cataract surgery, a severely carous left upper maxillary | Z98.49 | Cataract extraction status, unspecified eye | Cataract extraction status, unspecified eye |
CD4 count as well as confirmatory HIV | Z21 | Asymptomatic human immunodeficiency virus infection status | Asymptomatic human immunodeficiency virus [HIV] infection status |
cecal carcinoid | C7A.021 | Malignant carcinoid tumor of the cecum | Malignant carcinoid tumor of the cecum |
cecal neoplasm | C18.0 | Malignant neoplasm of cecum | Malignant neoplasm of cecum |
Cellulitis - left hand | L03.114 | Cellulitis of left upper limb | Cellulitis of left upper limb |
cellulitis 1st toe | L03.039 | Cellulitis of unspecified toe | Cellulitis of unspecified toe |
cellulitis 2, Very small abscess 2 mm | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
Cellulitis along the anterior | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
cellulitis and soft tissue | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
cellulitis around the surgical | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
Cellulitis Bilateral Feet | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
Cellulitis breast | L03.90 | Cellulitis, unspecified | Cellulitis, 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.