Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Benign neoplasm of thyroid gland	D34	Benign neoplasm of thyroid gland	Benign neoplasm of thyroid gland
benign paroxysmal positional vertigo	H81.10	Benign paroxysmal vertigo, unspecified ear	Benign paroxysmal vertigo, unspecified ear
benign positional vertigo	H81.10	Benign paroxysmal vertigo, unspecified ear	Benign paroxysmal vertigo, unspecified ear
benign prostate hypertrophy	N40.0	Benign prostatic hyperplasia without lower urinry tract symp	Benign prostatic hyperplasia without lower urinary tract symptoms
Benign prostatic hyperplasia [w/ obstruction	N40.0	Benign prostatic hyperplasia without lower urinry tract symp	Benign prostatic hyperplasia without lower urinary tract symptoms
benign prostatic hypertrophy and transurethral resection of the prostate	N40.0	Benign prostatic hyperplasia without lower urinry tract symp	Benign prostatic hyperplasia without lower urinary tract symptoms
benign prostatic hypertrophy leads to outlet obstruction	N40.1	Benign prostatic hyperplasia with lower urinary tract symp	Benign prostatic hyperplasia with lower urinary tract symptoms
Benign prostatic hypertrophy, currently stable	N40.0	Benign prostatic hyperplasia without lower urinry tract symp	Benign prostatic hyperplasia without lower urinary tract symptoms
Benign prostatic hypertrophy, currently well controlled	N40.0	Benign prostatic hyperplasia without lower urinry tract symp	Benign prostatic hyperplasia without lower urinary tract symptoms
Benign right renal cyst	N28.1	Cyst of kidney, acquired	Cyst of kidney, acquired
Bereavement	Z63.4	Disappearance and death of family member	Disappearance and death of family member
beta thalassemia	D56.1	Beta thalassemia	Beta thalassemia
bil mastectomy	Z90.13	Acquired absence of bilateral breasts and nipples	Acquired absence of bilateral breasts and nipples
bilat "whole leg pain	M79.604	Pain in right leg	Pain in right leg
bilat +2 LE edema	R60.9	Edema, unspecified	Edema, unspecified
bilat carpal tunnel	G56.00	Carpal tunnel syndrome, unspecified upper limb	Carpal tunnel syndrome, unspecified upper limb
bilat kidney stones	N20.0	Calculus of kidney	Calculus of kidney
bilat kidney stones	Z87.442	Personal history of urinary calculi	Personal history of urinary calculi
bilat LE paresthesia	R20.2	Paresthesia of skin	Paresthesia of skin
Bilateral lower lobe community-acquired pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
bilateral pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
BILATERAL PULMONARY EMBOLISM	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
bilateral ankle edema	R60.9	Edema, unspecified	Edema, unspecified
Bilateral arm and leg Edema	R60.0	Localized edema	Localized edema
bilateral arm muscle soreness	R49.8	Other voice and resonance disorders	Other voice and resonance disorders
bilateral arm pain, neck	M54.2	Cervicalgia	Cervicalgia
Bilateral axillary Candida infection	B37.9	Candidiasis, unspecified	Candidiasis, unspecified
Bilateral axillary Candida intertrigo	B37.2	Candidiasis of skin and nail	Candidiasis of skin and nail
bilateral basal rales	R09.89	Oth symptoms and signs involving the circ and resp systems	Other specified symptoms and signs involving the circulatory and respiratory systems
Bilateral basilar pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
bilateral blurry vision	H53.8	Other visual disturbances	Other visual disturbances
Bilateral Buttock Decubitus Ulcers	L89.309	Pressure ulcer of unspecified buttock, unspecified stage	Pressure ulcer of unspecified buttock, unspecified stage
Bilateral carotid arterial disease	I77.9	Disorder of arteries and arterioles, unspecified	Disorder of arteries and arterioles, unspecified
Bilateral carpal tunnel syndrome	G56.00	Carpal tunnel syndrome, unspecified upper limb	Carpal tunnel syndrome, unspecified upper limb
Bilateral Cerebellar Stroke	G46.4	Cerebellar stroke syndrome	Cerebellar stroke syndrome
bilateral cerumen impaction	H61.23	Impacted cerumen, bilateral	Impacted cerumen, bilateral
bilateral digital thrombosis	I82.90	Acute embolism and thrombosis of unspecified vein	Acute embolism and thrombosis of unspecified vein
bilateral dry gangrene of the foot	I96	Gangrene, not elsewhere classified	Gangrene, not elsewhere classified
bilateral facial paresthesias	R20.2	Paresthesia of skin	Paresthesia of skin
bilateral feet wounds pressure ulcer	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
bilateral feet pain, likely neuropathy	M79.673	Pain in unspecified foot	Pain in unspecified foot
bilateral fifth digit hammertoe deformity	M20.41	Other hammer toe(s) (acquired), right foot	Other hammer toe(s) (acquired), right foot
bilateral flank pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Bilateral foot drop	M21.379	Foot drop, unspecified foot	Foot drop, unspecified foot
bilateral foot ulcers	L97.509	Non-pressure chronic ulcer oth prt unsp foot w unsp severity	Non-pressure chronic ulcer of other part of unspecified foot with unspecified severity
bilateral groin lymphadenopathy	R59.1	Generalized enlarged lymph nodes	Generalized enlarged lymph nodes
Bilateral hip arthroplasty	Z96.643	Presence of artificial hip joint, bilateral	Presence of artificial hip joint, bilateral
Bilateral hip pain radiating to her feet	M25.559	Pain in unspecified hip	Pain in unspecified hip
Bilateral inguinal adenopathy	R59.0	Localized enlarged lymph nodes	Localized enlarged lymph nodes
bilateral knee severe osteoarthritis	M17.0	Bilateral primary osteoarthritis of knee	Bilateral primary osteoarthritis of knee
Bilateral leg lifts cellulitis	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
Bilateral limb dry gangrene from ischemia	I96	Gangrene, not elsewhere classified	Gangrene, not elsewhere classified
Bilateral limb dry gangrene from ischemia	I99.8	Other disorder of circulatory system	Other disorder of circulatory system
bilateral lower abdominal pain radiating to the back	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
bilateral lower extremities cellulitis	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
bilateral lower extremities extensive DVT	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
Bilateral lower extremity cellulitis due to lymphedema	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
bilateral lower extremity itching	L29.9	Pruritus, unspecified	Pruritus, unspecified
bilateral lower extremity venous stasis	I87.2	Venous insufficiency (chronic) (peripheral)	Venous insufficiency (chronic) (peripheral)
bilateral lung opacities considered typical for COVID-19 pneumonia	J12.89	Other viral pneumonia	Other viral pneumonia
Bilateral lymphadenopathy	R59.1	Generalized enlarged lymph nodes	Generalized enlarged lymph nodes
Bilateral macromastia	N62	Hypertrophy of breast	Hypertrophy of breast
bilateral mydriasis	H57.04	Mydriasis	Mydriasis
bilateral non-surgical SDH	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
Bilateral nonobsrtucting renal stones	N20.0	Calculus of kidney	Calculus of kidney
bilateral osteoarthritis	M17.0	Bilateral primary osteoarthritis of knee	Bilateral primary osteoarthritis of knee
Bilateral osteoarthritis of the hip	M16.0	Bilateral primary osteoarthritis of hip	Bilateral primary osteoarthritis of hip
bilateral osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Bilateral otitis media	H66.93	Otitis media, unspecified, bilateral	Otitis media, unspecified, bilateral
bilateral patellar fracture	S82.009A	Unsp fracture of unsp patella, init for clos fx	Unspecified fracture of unspecified patella, initial encounter for closed fracture
Bilateral PE - HTN	I10	Essential (primary) hypertension	Essential (primary) hypertension
Bilateral pleural effusion, likely secondary to congestive heart failure	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
bilateral pneumothorax	Z87.09	Personal history of other diseases of the respiratory system	Personal history of other diseases of the respiratory system
bilateral pulmonary opacities may be related to edema	R60.9	Edema, unspecified	Edema, unspecified
bilateral PVC	I49.3	Ventricular premature depolarization	Ventricular premature depolarization
bilateral pyelonephritis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
bilateral renal cortical thinning	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
bilateral sacroiliitis	M46.1	Sacroiliitis, not elsewhere classified	Sacroiliitis, not elsewhere classified
Bilateral scrotal skin thickening	R23.4	Changes in skin texture	Changes in skin texture
bilateral SDH	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
bilateral subphrenic abscess	K65.1	Peritoneal abscess	Peritoneal abscess
Bilateral thigh blister	S70.329A	Blister (nonthermal), unspecified thigh, initial encounter	Blister (nonthermal), unspecified thigh, initial encounter
bilateral total hip arthroplasty	Z96.643	Presence of artificial hip joint, bilateral	Presence of artificial hip joint, bilateral
bilateral trochanteric decubitus	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
bilateral trochanteric large decubitus ulcer	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
bilateral upper and lower extremity numbness	R20.2	Paresthesia of skin	Paresthesia of skin
bilateral upper extremity DVT	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
Bilateral upper extremity ecchymosis	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
Bilateral varicose veins	I83.90	Asymptomatic varicose veins of unspecified lower extremity	Asymptomatic varicose veins of unspecified lower extremity
bilateral viral pneumonia	J12.9	Viral pneumonia, unspecified	Viral pneumonia, unspecified
bilateral visual disturbance	H53.9	Unspecified visual disturbance	Unspecified visual disturbance
bilateral wrist pain	M25.539	Pain in unspecified wrist	Pain in unspecified wrist
bile duct obstruction	K83.1	Obstruction of bile duct	Obstruction of bile duct
bile obstruction due to choledocholithiasis	K83.1	Obstruction of bile duct	Obstruction of bile duct
Bipolar disorder, alcoholism.	F31.9	Bipolar disorder, unspecified	Bipolar disorder, unspecified
bipolar disorder, anxiety.	F31.9	Bipolar disorder, unspecified	Bipolar disorder, unspecified
bipolar disorder, diabetes	F31.9	Bipolar disorder, unspecified	Bipolar disorder, unspecified
bite	S91.159A	Open bite of unsp toe(s) without damage to nail, init encntr	Open bite of unspecified toe(s) without damage to nail, initial encounter
BKA	Z89.519	Acquired absence of unspecified leg below knee	Acquired absence of unspecified leg below knee
blackouts	R55	Syncope and collapse	Syncope and collapse

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.