Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
cat-scratch disease	A28.1	Cat-scratch disease	Cat-scratch disease
cataract extraction [left eye	Z98.49	Cataract extraction status, unspecified eye	Cataract extraction status, unspecified eye
cataract removal and also removal of some skin	H26.9	Unspecified cataract	Unspecified cataract
catatonic	F20.2	Catatonic schizophrenia	Catatonic schizophrenia
cecal lymphoma	C85.90	Non-Hodgkin lymphoma, unspecified, unspecified site	Non-Hodgkin lymphoma, unspecified, unspecified site
cellulitis of bilateral lower extremities	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
cellulitis w/candidiasis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis [Scrotal	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis a month back	L03.312	Cellulitis of back [any part except buttock]	Cellulitis of back [any part except buttock]
cellulitis abscess	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis along the plantar and dorsal	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis around the stump	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis caused by pseudomonas	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis elbow	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis forearm	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis heel	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis in the left ankle	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis in the right foot	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
cellulitis involving soft tissue	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis involving the lower extremities	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis involving the right groin and medial thigh	L03.314	Cellulitis of groin	Cellulitis of groin
Cellulitis involving the superficial anterior	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis knee	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis L thigh	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis L toe	L03.039	Cellulitis of unspecified toe	Cellulitis of unspecified toe
cellulitis left breast	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis left thumb	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis LLE w/diabetic foot	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
cellulitis of both legs	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
Cellulitis of buttocks	L03.317	Cellulitis of buttock	Cellulitis of buttock
Cellulitis of foot	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of forearm	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of L arm	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis of left upper extremity	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of left foot and ankle	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis of left forearm	L03.114	Cellulitis of left upper limb	Cellulitis of left upper limb
cellulitis of left hand	L03.114	Cellulitis of left upper limb	Cellulitis of left upper limb
Cellulitis of left lower leg	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis of lower limb	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis of R Foot	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of R lower leg	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of righ hand	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of Right Buttocks	L03.317	Cellulitis of buttock	Cellulitis of buttock
cellulitis of right calf	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of Right chest and neck	L03.221	Cellulitis of neck	Cellulitis of neck
cellulitis of RLE	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
Cellulitis of the ankle and foot	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of the lower extremity	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis of the right ear	H60.11	Cellulitis of right external ear	Cellulitis of right external ear
Cellulitis of the right hand	L03.113	Cellulitis of right upper limb	Cellulitis of right upper limb
cellulitis of the right leg	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
cellulitis of the Right pelvis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of thigh	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis of wrist	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis on left lower extremity	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
cellulitis over the right buttock	L03.317	Cellulitis of buttock	Cellulitis of buttock
cellulitis R arm/elbow	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
CELLULITIS SHOULDER	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis to face	L03.211	Cellulitis of face	Cellulitis of face
cellulitis to his bilateral lower extremities	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
cellulitis to leeft face	L03.211	Cellulitis of face	Cellulitis of face
Cellulitis to left axilla	L03.112	Cellulitis of left axilla	Cellulitis of left axilla
Cellulitis toe- out patient failure	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis under controll before right hip	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis who was sent from Wound	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis with osteomyelitis of her right great toe	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis with sepsis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis with some edema	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis, Abcess right knee	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
Cellulitis, bilateral lower extremity	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
CELLULITIS, INFECTED WOUNDS	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis, L inguinal and buttock	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis, LT breast	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis, septic	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
CEPHALEXIN	Z88.1	Allergy status to other antibiotic agents	Allergy status to other antibiotic agents
cerebellar hemorrhage	I61.4	Nontraumatic intracerebral hemorrhage in cerebellum	Nontraumatic intracerebral hemorrhage in cerebellum
cerebellar stroke	G46.4	Cerebellar stroke syndrome	Cerebellar stroke syndrome
Cerebral aneurysms	I72.9	Aneurysm of unspecified site	Aneurysm of unspecified site
Cerebral edema	G93.6	Cerebral edema	Cerebral edema
Cerebral Seizure disorder	G40.909	Epilepsy, unsp, not intractable, without status epilepticus	Epilepsy, unspecified, not intractable, without status epilepticus
cerebral white matter disease	R90.82	White matter disease, unspecified	White matter disease, unspecified
cerebrovascular accident	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Cerebrovascular accident [left occipital	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
cerebrovascular accident [mild	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
cerebrovascular accident [Sept 2022, very mild	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
cerebrovascular accident [with right hemiparesis	I69.351	Hemiplga following cerebral infrc aff right dominant side	Hemiplegia and hemiparesis following cerebral infarction affecting right dominant side
Cerebrovascular accident involving the right pons	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
cerebrovascular accident with encephalopathy	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
cerebrovascular accident with right sided weakness	I69.351	Hemiplga following cerebral infrc aff right dominant side	Hemiplegia and hemiparesis following cerebral infarction affecting right dominant side
cerebrovascular accident with some residual weakness	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
Cerumen impaction has resolved after ear	H61.20	Impacted cerumen, unspecified ear	Impacted cerumen, unspecified ear
CERUMEN IMPACTION RIGHT EAR	H61.21	Impacted cerumen, right ear	Impacted cerumen, right ear
cervical cancer	C53.9	Malignant neoplasm of cervix uteri, unspecified	Malignant neoplasm of cervix uteri, unspecified
cervical degenerative joint disease	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
cervical disc Disease with Myelopathy	M50.90	Cervical disc disorder, unsp, unspecified cervical region	Cervical disc disorder, unspecified, unspecified cervical region
cervical disk- radiculopathy	M54.10	Radiculopathy, site unspecified	Radiculopathy, site unspecified
Cervical radiculopathy left arm, cervical	M54.12	Radiculopathy, cervical region	Radiculopathy, cervical region
Cervical Spinal Stenosis Glaucoma	M48.02	Spinal stenosis, cervical region	Spinal stenosis, cervical region
Cervical spinal stenosis with myelopathy	M48.02	Spinal stenosis, cervical region	Spinal stenosis, cervical region
Cervical spine surgery	Z98.890	Other specified postprocedural states	Other specified postprocedural states

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.