Split (3)

train · 58.8k rows

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.

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Aortic and mitral valve endocarditis	I38	Endocarditis, valve unspecified	Endocarditis, valve unspecified
Aortic atherosclerosis and coronary artery	I70.0	Atherosclerosis of aorta	Atherosclerosis of aorta
aortic catheter sclerosis	I35.8	Other nonrheumatic aortic valve disorders	Other nonrheumatic aortic valve disorders
aortic or mitral valve regurgitation	I35.1	Nonrheumatic aortic (valve) insufficiency	Nonrheumatic aortic (valve) insufficiency
aortic root repair given is AAA	I71.4	Abdominal aortic aneurysm, without rupture	Abdominal aortic aneurysm, without rupture
Aortic Valvar stenosis	I35.0	Nonrheumatic aortic (valve) stenosis	Nonrheumatic aortic (valve) stenosis
aortic valve replacement on Coumadin therapy	Z79.01	Long term (current) use of anticoagulants	Long term (current) use of anticoagulants
aortic valve small changes were noted which looks like calcification	I70.0	Atherosclerosis of aorta	Atherosclerosis of aorta
aortic vavle stenosis	I35.0	Nonrheumatic aortic (valve) stenosis	Nonrheumatic aortic (valve) stenosis
Aphasia with right facial droop	R47.01	Aphasia	Aphasia
aphthous ulcer	K12.0	Recurrent oral aphthae	Recurrent oral aphthae
apical abscess	K04.7	Periapical abscess without sinus	Periapical abscess without sinus
apneas	R06.81	Apnea, not elsewhere classified	Apnea, not elsewhere classified
appendicitis perforated	K37	Unspecified appendicitis	Unspecified appendicitis
appendicitis perforation	K37	Unspecified appendicitis	Unspecified appendicitis
appendicitis, food poisoning.	K37	Unspecified appendicitis	Unspecified appendicitis
appendicitis, Gastritis	K37	Unspecified appendicitis	Unspecified appendicitis
arachnoid cyst - chronic	G93.0	Cerebral cysts	Cerebral cysts
arachnoid cyst in anterior left	G93.0	Cerebral cysts	Cerebral cysts
Arachnoid cyst of left temporal lobe	G93.0	Cerebral cysts	Cerebral cysts
ARF	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
ARF - from hepato renal syndrome	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
ARF on ckd	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
Arm Laceration	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
arm neck pain	M54.2	Cervicalgia	Cervicalgia
arm swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
arrhythmia	I49.9	Cardiac arrhythmia, unspecified	Cardiac arrhythmia, unspecified
arrhythmia, pericarditis	I49.9	Cardiac arrhythmia, unspecified	Cardiac arrhythmia, unspecified
arrhythmia, bradycardia.	I49.8	Other specified cardiac arrhythmias	Other specified cardiac arrhythmias
arrhythmia, drug	I49.8	Other specified cardiac arrhythmias	Other specified cardiac arrhythmias
arterial occlusion artery	I74.9	Embolism and thrombosis of unspecified artery	Embolism and thrombosis of unspecified artery
ARTERIAL OCCLUSION R LOWER EXT	I74.9	Embolism and thrombosis of unspecified artery	Embolism and thrombosis of unspecified artery
arterial thrombi	I82.91	Chronic embolism and thrombosis of unspecified vein	Chronic embolism and thrombosis of unspecified vein
artery embolus	I74.9	Embolism and thrombosis of unspecified artery	Embolism and thrombosis of unspecified artery
artery pseudoaneurysm	I72.9	Aneurysm of unspecified site	Aneurysm of unspecified site
artery vascular disease	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
arthritic changes at the foot and ankle	M19.079	Primary osteoarthritis, unspecified ankle and foot	Primary osteoarthritis, unspecified ankle and foot
arthritic osteophytes femoral groove, left knee	M17.12	Unilateral primary osteoarthritis, left knee	Unilateral primary osteoarthritis, left knee
Arthritis [left hand, spine and left knee	M19.042	Primary osteoarthritis, left hand	Primary osteoarthritis, left hand
arthritis BL knees	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
arthritis presented for elective L hip	M16.9	Osteoarthritis of hip, unspecified	Osteoarthritis of hip, unspecified
arthritis with any kind of surgical	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
arthritis, anxiety	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
arthritis, diverticulitis	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
arthritis, gout	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
arthrodesis involving fusion	Z98.1	Arthrodesis status	Arthrodesis status
arthrofibrosis around the knee	M24.60	Ankylosis, unspecified joint	Ankylosis, unspecified joint
arthrosis	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
arthrosis of right temporomandibular joint	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
arthrosis, left knee	M17.12	Unilateral primary osteoarthritis, left knee	Unilateral primary osteoarthritis, left knee
arthrosis, left hip	M16.12	Unilateral primary osteoarthritis, left hip	Unilateral primary osteoarthritis, left hip
ascending cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
ascending colon and transverse colon suggesting a indeterminate colitis	K52.3	Indeterminate colitis	Indeterminate colitis
ascending coronary atherosclerosis	I25.10	Athscl heart disease of native coronary artery w/o ang pctrs	Atherosclerotic heart disease of native coronary artery without angina pectoris
ascending UTI	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
Ascites due to liver cirrhosis	R18.8	Other ascites	Other ascites
ascites has come back	R18.8	Other ascites	Other ascites
ascites secondary to cirrhosis	R18.8	Other ascites	Other ascites
Ascites secondary to the alcohol-associated liver disease	R18.8	Other ascites	Other ascites
Ascites with alcoholic cirrhosis	K70.31	Alcoholic cirrhosis of liver with ascites	Alcoholic cirrhosis of liver with ascites
ascites, as well as varices.	R18.8	Other ascites	Other ascites
ascites, cirrhosis	R18.8	Other ascites	Other ascites
aspergillosis	B44.89	Other forms of aspergillosis	Other forms of aspergillosis
aspergillosis	B44.9	Aspergillosis, unspecified	Aspergillosis, unspecified
aspergillosis species related to the bronchiectasis	B44.89	Other forms of aspergillosis	Other forms of aspergillosis
Aspiration PNA, congestive	J69.0	Pneumonitis due to inhalation of food and vomit	Pneumonitis due to inhalation of food and vomit
aspiration pneumonia secondary to the dysphagia	J69.0	Pneumonitis due to inhalation of food and vomit	Pneumonitis due to inhalation of food and vomit
Aspiration pneumonia then downgraded to 5E. He has malnutrition	J69.0	Pneumonitis due to inhalation of food and vomit	Pneumonitis due to inhalation of food and vomit
Asthma admitted to ICU for acute	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
asthma as a kid which gets worse, specifically with the infection	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
asthma awaiting CT his chest	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
Asthma Beta blockers are better avoided unless it was needed for cardiac	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
asthma exacerbation 2 uri	J06.9	Acute upper respiratory infection, unspecified	Acute upper respiratory infection, unspecified
asthma exacerbation and a pulmonary	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
asthma initially was planned for hemiarthroplasty for left hip	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
asthma noncompliant	Z91.14	Patient's other noncompliance with medication regimen	Patient's other noncompliance with medication regimen
asthma presents for shortness of breath	R06.02	Shortness of breath	Shortness of breath
Asthma severe anemia	D64.9	Anemia, unspecified	Anemia, unspecified
asthma w/ moderate	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
asthma who underwent fusion	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
asthma wiht acute exacerbation	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
asthma with acute	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
asthma with mucous	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
asthma, abscess	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
Asthma, anemia.	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
Asthma, Diverticulitis	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
Asthma/chronic controlled	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
Astma Exacerbation	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
Asymptomatic hyperbilirubinemia	E80.6	Other disorders of bilirubin metabolism	Other disorders of bilirubin metabolism
asymptomatic tachycardia	R00.0	Tachycardia, unspecified	Tachycardia, unspecified
atelectasis is seen within the right middle lobe	J98.11	Atelectasis	Atelectasis
Atelectasis likely due to massive pleural effusion	J98.11	Atelectasis	Atelectasis
atelectasis at the dependent portions of lower lungs	J98.11	Atelectasis	Atelectasis
atelectasis in the lower lungs	J98.11	Atelectasis	Atelectasis
atelectasis in the left lower lobe	J98.11	Atelectasis	Atelectasis
atelectasis in the left upper lung	J98.11	Atelectasis	Atelectasis
atelectasis in the lower lobe	J98.11	Atelectasis	Atelectasis
atelectasis in the right lung base	J98.11	Atelectasis	Atelectasis
atelectasis within the left lower lung	J98.11	Atelectasis	Atelectasis
atelectasis, edema	J98.11	Atelectasis	Atelectasis