Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
atheroma of the aorta	I35.8	Other nonrheumatic aortic valve disorders	Other nonrheumatic aortic valve disorders
atheromatous changes in the aortic arch	I70.90	Unspecified atherosclerosis	Unspecified atherosclerosis
atheromatous changes in the aortic arch	I70.90	Unspecified atherosclerosis	Unspecified atherosclerosis
Atherosclerosis of the aorta	I70.0	Atherosclerosis of aorta	Atherosclerosis of aorta
Atherosclerosis of intracranial arteries	I25.10	Athscl heart disease of native coronary artery w/o ang pctrs	Atherosclerotic heart disease of native coronary artery without angina pectoris
Atherosclerosis of aorta	I70.0	Atherosclerosis of aorta	Atherosclerosis of aorta
Atherosclerosis of aorta and coronary	I70.0	Atherosclerosis of aorta	Atherosclerosis of aorta
atherosclerosis of the arteries	I25.10	Athscl heart disease of native coronary artery w/o ang pctrs	Atherosclerotic heart disease of native coronary artery without angina pectoris
Atherosclerosis of the aorta and coronary arteries	I70.0	Atherosclerosis of aorta	Atherosclerosis of aorta
ATN FROM sever anemia	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
ATN from shock	N17.0	Acute kidney failure with tubular necrosis	Acute kidney failure with tubular necrosis
atrial fibrillation	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fib RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
Atrial fibrillation - chronic	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fibrillation congestive heart failure	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fibrillation diverticulitis	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fibrillation rapid ventricular rate	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
atrial fibrillation remained rate controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Atrial fibrillation RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
atrial fibrillation until 2 days back	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fibrillation w- RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
Atrial fibrillation w/RVR	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
Atrial fibrillation was converted back	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Atrial fibrillation with RVR heart	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
atrial fibrillation with RVR, congestive heart failure, alcohol	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
Atrial fibrillation with tachycardia	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fibrillation, chronic kidney disease	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fibrillation, coronary artery	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
atrial fibrillation, hypothyroidism	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Atrial fibrillation, on anticoagulation therapy	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Atrial fibrillation, slow ventricular	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Atrial fibrillation,rate controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Atrial fibrillation: Rate controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Atrial flutter with rapid ventricular rate: Heart	I48.92	Unspecified atrial flutter	Unspecified atrial flutter
Atrial flutter: Rate controlled	I48.92	Unspecified atrial flutter	Unspecified atrial flutter
Atrial Septal Defect	Q21.1	Atrial septal defect	Atrial septal defect
atrophic left kidney with limited evaluation _____ atrophic kidney	N26.1	Atrophy of kidney (terminal)	Atrophy of kidney (terminal)
Attention deficit	R41.840	Attention and concentration deficit	Attention and concentration deficit
attic hyperglycemia	R73.9	Hyperglycemia, unspecified	Hyperglycemia, unspecified
atypical chest pain , diabetic	R07.89	Other chest pain	Other chest pain
auditory hallucination	R44.0	Auditory hallucinations	Auditory hallucinations
autism and coronary	F84.0	Autistic disorder	Autistic disorder
autonomic dysfunction from diabetes	G90.8	Other disorders of autonomic nervous system	Other disorders of autonomic nervous system
AV Shunt Thrombosis, left arm	T82.868A	Thrombosis due to vascular prosth dev/grft, init	Thrombosis due to vascular prosthetic devices, implants and grafts, initial encounter
Avascular necrosis of the right femur head	M87.9	Osteonecrosis, unspecified	Osteonecrosis, unspecified
Avascular necrosis, left hip	M87.852	Other osteonecrosis, left femur	Other osteonecrosis, left femur
AVM	K55.20	Angiodysplasia of colon without hemorrhage	Angiodysplasia of colon without hemorrhage
AVM related gastrointestinal bleeding	K55.20	Angiodysplasia of colon without hemorrhage	Angiodysplasia of colon without hemorrhage
AVM related hemorrhage	K55.20	Angiodysplasia of colon without hemorrhage	Angiodysplasia of colon without hemorrhage
AVR, asymptomatic at present.	Z95.2	Presence of prosthetic heart valve	Presence of prosthetic heart valve
Avulsion Fracture of Right Ankle	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
avulsion fracture of the base	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
axillary edema	R60.9	Edema, unspecified	Edema, unspecified
B cell lymphoma	C85.10	Unspecified B-cell lymphoma, unspecified site	Unspecified B-cell lymphoma, unspecified site
B-cell lymphoma, in remission.	C85.10	Unspecified B-cell lymphoma, unspecified site	Unspecified B-cell lymphoma, unspecified site
B12 deficiency anemia, stable	D51.9	Vitamin B12 deficiency anemia, unspecified	Vitamin B12 deficiency anemia, unspecified
back and shoulder pain	M25.519	Pain in unspecified shoulder	Pain in unspecified shoulder
back as methicillin-sensitive Staph aureus	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
back CHf	I50.9	Heart failure, unspecified	Heart failure, unspecified
back for a tooth infection	K04.4	Acute apical periodontitis of pulpal origin	Acute apical periodontitis of pulpal origin
back his insulin	Z79.4	Long term (current) use of insulin	Long term (current) use of insulin
back into congestive heart failure	I50.9	Heart failure, unspecified	Heart failure, unspecified
back on Eliquis therapy	D68.32	Hemorrhagic disord d/t extrinsic circulating anticoagulants	Hemorrhagic disorder due to extrinsic circulating anticoagulants
back, she also had difficulty in swallowing and was drooling	R13.10	Dysphagia, unspecified	Dysphagia, unspecified
bacteremia is urinary tract infection	R78.81	Bacteremia	Bacteremia
Bacteremia - ESBL E coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
bacteremia - MRSA	B95.62	Methicillin resis staph infct causing diseases classd elswhr	Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere
bacteremia E coli	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
bacteremia from biliary	R78.81	Bacteremia	Bacteremia
Bacteremia gram-negative	R78.81	Bacteremia	Bacteremia
bacteremia is lung infection	J98.4	Other disorders of lung	Other disorders of lung
bacteremia is pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Bacteremia secondary to pneumonia	R78.81	Bacteremia	Bacteremia
bacteremia secondary to urinary tract infection	R78.81	Bacteremia	Bacteremia
Bacteremia with endocarditis	R78.81	Bacteremia	Bacteremia
Bacteremia with gram-negative	R78.81	Bacteremia	Bacteremia
bacteremia with septic shock	R78.81	Bacteremia	Bacteremia
bacteremia, Dr. Thakor from infectious disease	R78.81	Bacteremia	Bacteremia
bacterial vaginosis	N76.0	Acute vaginitis	Acute vaginitis
bacterial arthritis	M00.9	Pyogenic arthritis, unspecified	Pyogenic arthritis, unspecified
bacterial gastroenteritis	A04.9	Bacterial intestinal infection, unspecified	Bacterial intestinal infection, unspecified
bacterial tonsillitis	J03.90	Acute tonsillitis, unspecified	Acute tonsillitis, unspecified
bactrim	Z88.2	Allergy status to sulfonamides	Allergy status to sulfonamides
Baker cyst in the left popliteal fossa	M71.20	Synovial cyst of popliteal space [Baker], unspecified knee	Synovial cyst of popliteal space [Baker], unspecified knee
Baker's cyst in the left popliteal fossa	M71.22	Synovial cyst of popliteal space [Baker], left knee	Synovial cyst of popliteal space [Baker], left knee
Basal Cell Cancer	C44.91	Basal cell carcinoma of skin, unspecified	Basal cell carcinoma of skin, unspecified
basal cell carcinoma in left forearm	C44.91	Basal cell carcinoma of skin, unspecified	Basal cell carcinoma of skin, unspecified
Basal cell carcinoma of skin in the left lower leg	C44.711	Basal cell carcinoma skin/ unsp lower limb, including hip	Basal cell carcinoma of skin of unspecified lower limb, including hip
Basal cell carcinoma of the nasal	C44.311	Basal cell carcinoma of skin of nose	Basal cell carcinoma of skin of nose
basal cell carcinoma on his forehead	C44.91	Basal cell carcinoma of skin, unspecified	Basal cell carcinoma of skin, unspecified
bedbound	Z74.01	Bed confinement status	Bed confinement status
bedbound after the stroke	Z74.01	Bed confinement status	Bed confinement status
bedbound, has a chronic	Z74.01	Bed confinement status	Bed confinement status
bedridden multiple sclerosis	Z74.01	Bed confinement status	Bed confinement status
Bell's Palsy, EtOH	G51.0	Bell's palsy	Bell's palsy
Below Knee Amputation	Z89.519	Acquired absence of unspecified leg below knee	Acquired absence of unspecified leg below knee
benign prostatic hyperplasia	N40.0	Benign prostatic hyperplasia without lower urinry tract symp	Benign prostatic hyperplasia without lower urinary tract symptoms
benign 0.9 cm renal cyst, otherwise unremarkable abdominal	N28.1	Cyst of kidney, acquired	Cyst of kidney, acquired
Benign neoplasm of parathyroid gland	D35.1	Benign neoplasm of parathyroid gland	Benign neoplasm of parathyroid gland
benign neoplasm of spinal cord	D33.4	Benign neoplasm of spinal cord	Benign neoplasm of spinal cord

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.