Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
cellulitis extending to the right gluteal	L03.317	Cellulitis of buttock	Cellulitis of buttock
cellulitis foot/toe	L03.039	Cellulitis of unspecified toe	Cellulitis of unspecified toe
cellulitis in gluteal	L03.317	Cellulitis of buttock	Cellulitis of buttock
cellulitis in her leg	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis in the left hip	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis in the right hand secondary to cat bite	L03.113	Cellulitis of right upper limb	Cellulitis of right upper limb
cellulitis involving his lower extremity	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis is focal	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis left heel	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis left leg	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
Cellulitis left lower leg	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis left thigh and right inguinal	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis left toe	L03.032	Cellulitis of left toe	Cellulitis of left toe
CELLULITIS LLE	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
cellulitis lower extremities	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis LT toe	L03.032	Cellulitis of left toe	Cellulitis of left toe
Cellulitis neck	L03.221	Cellulitis of neck	Cellulitis of neck
cellulitis nose	J34.0	Abscess, furuncle and carbuncle of nose	Abscess, furuncle and carbuncle of nose
cellulitis noted on both lower extremities	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis noted to distal thigh	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis noted to face	L03.211	Cellulitis of face	Cellulitis of face
cellulitis of the skin	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of the great toe	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of bilateral lower extremities	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
CELLULITIS OF BOTH BUTTOCKS	L03.317	Cellulitis of buttock	Cellulitis of buttock
CELLULITIS OF BREAST	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of Feet	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of her right leg	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
Cellulitis of left lower extremity	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
Cellulitis of leg, excluding foot	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of lower legs	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis of R Index Finger	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of Right 5th Digit	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of right elbow	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of right foot	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
Cellulitis of right hip	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of Right Thumb	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of the abdominal wall and legs	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis of the labial	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis of the left ankle	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis of the left lower leg	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
cellulitis of the lower leg	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of the right foot	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
cellulitis of the umbilical	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis of trunk	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis related to MRSA	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis right axilla	L03.111	Cellulitis of right axilla	Cellulitis of right axilla
CELLULITIS RT KNEE	L03.115	Cellulitis of right lower limb	Cellulitis of right lower limb
cellulitis to diabetic foot	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis to lower extremities	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis w chronic	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis w/o abscess	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Cellulitis, L lower leg	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
cellulitis, legs	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
Cellulitis, R medial thigh	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
central canal stenosis at L2	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
central canal stenosis most prominent at C2-C3	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
Cephalic Vein thrombosis	I82.619	Acute embolism and thrombosis of superfic vn unsp up extrem	Acute embolism and thrombosis of superficial veins of unspecified upper extremity
Cerebellar edema	R60.9	Edema, unspecified	Edema, unspecified
Cerebral infarction involving the right hemisphere	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Cerebrovascular accident involving the left side of the brain	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 involving the left side of the brain	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Cerebrovascular accident with left-sided hemiparesis	I69.354	Hemiplga following cerebral infrc affecting left nondom side	Hemiplegia and hemiparesis following cerebral infarction affecting left non-dominant side
Cerebrovascular accident with transietn left sided weakness	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
cerumen impaction of the right ear	H61.21	Impacted cerumen, right ear	Impacted cerumen, right ear
cervical and lumbar spondylosis	M47.812	Spondylosis w/o myelopathy or radiculopathy, cervical region	Spondylosis without myelopathy or radiculopathy, cervical region
cervical irritation	G54.2	Cervical root disorders, not elsewhere classified	Cervical root disorders, not elsewhere classified
Cervical spinal stenosis at C5-C6	M48.02	Spinal stenosis, cervical region	Spinal stenosis, cervical region
Cervical strain, acute	S13.4XXA	Sprain of ligaments of cervical spine, initial encounter	Sprain of ligaments of cervical spine, initial encounter
Cervicalgia	M54.2	Cervicalgia	Cervicalgia
chancre	A51.0	Primary genital syphilis	Primary genital syphilis
change in voice	R49.8	Other voice and resonance disorders	Other voice and resonance disorders
Charcot-Marie-Tooth disease, stable	G60.0	Hereditary motor and sensory neuropathy	Hereditary motor and sensory neuropathy
chemical conjunctivitis right eye	H10.219	Acute toxic conjunctivitis, unspecified eye	Acute toxic conjunctivitis, unspecified eye
chemical irritation	Z77.098	Contact w and expsr to oth hazard, chiefly nonmed, chemicals	Contact with and (suspected) exposure to other hazardous, chiefly nonmedicinal, chemicals
chemical pneumonitis	J68.0	Bronchitis & pneumonitis d/t chemicals, gas, fumes & vapors	Bronchitis and pneumonitis due to chemicals, gases, fumes and vapors
chemical pneumonitis, pulmonary	J68.0	Bronchitis & pneumonitis d/t chemicals, gas, fumes & vapors	Bronchitis and pneumonitis due to chemicals, gases, fumes and vapors
chemotherapy	Z92.21	Personal history of antineoplastic chemotherapy	Personal history of antineoplastic chemotherapy
chemotherapy as well as radiation	Z92.21	Personal history of antineoplastic chemotherapy	Personal history of antineoplastic chemotherapy
Chemotherapy for Prostate	Z92.21	Personal history of antineoplastic chemotherapy	Personal history of antineoplastic chemotherapy
Chemotherapy-induced leukopenia	D70.1	Agranulocytosis secondary to cancer chemotherapy	Agranulocytosis secondary to cancer chemotherapy
Chemotherapy-induced neutropenia	D70.1	Agranulocytosis secondary to cancer chemotherapy	Agranulocytosis secondary to cancer chemotherapy
chest = fatty liver	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
chest burning sensation	T21.11XA	Burn of first degree of chest wall, initial encounter	Burn of first degree of chest wall, initial encounter
chest can that showed bilateral pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
chest did show pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
chest discomfort as "pressure" to the left chest	R07.89	Other chest pain	Other chest pain
chest discomfort described as heart	R07.89	Other chest pain	Other chest pain
chest discomfort, mild	R07.89	Other chest pain	Other chest pain
chest had shown a few pulmonary nodules	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
chest hurts where his scar	L90.5	Scar conditions and fibrosis of skin	Scar conditions and fibrosis of skin
chest pain heart	R07.9	Chest pain, unspecified	Chest pain, unspecified
chest pain #2 bronchitis	R07.9	Chest pain, unspecified	Chest pain, unspecified
chest pain #2 dyspnea	R07.9	Chest pain, unspecified	Chest pain, unspecified
chest pain (midline	R07.9	Chest pain, unspecified	Chest pain, unspecified
Chest pain - she has pleurisy	R07.9	Chest pain, unspecified	Chest pain, unspecified
Chest pain - tachycardia	R07.9	Chest pain, unspecified	Chest pain, unspecified
chest pain -retrosternal and left chest wall	R07.9	Chest pain, unspecified	Chest pain, unspecified
Chest pain = midline	R07.9	Chest pain, unspecified	Chest pain, unspecified
chest pain as intermittent	R07.89	Other chest pain	Other chest pain

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.