Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
right wrist pain	M25.531	Pain in right wrist	Pain in right wrist
right zygomatic fracture	S02.402A	Zygomatic fracture, unspecified side, init	Zygomatic fracture, unspecified side, initial encounter for closed fracture
right-sided cerebrovascular accident	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
right-sided colonic fecal retention	K59.00	Constipation, unspecified	Constipation, unspecified
Right-sided facial droop	R29.810	Facial weakness	Facial weakness
right-sided hemiparesis due to CVA	G81.91	Hemiplegia, unspecified affecting right dominant side	Hemiplegia, unspecified affecting right dominant side
Right-sided hemiparesis with expressive aphasia	G81.91	Hemiplegia, unspecified affecting right dominant side	Hemiplegia, unspecified affecting right dominant side
right-sided loculated pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
right-sided lung cancer	C34.91	Malignant neoplasm of unsp part of right bronchus or lung	Malignant neoplasm of unspecified part of right bronchus or lung
right-sided nausea	R11.0	Nausea	Nausea
Right-sided paresthesia	R20.2	Paresthesia of skin	Paresthesia of skin
Right-sided patchy pyelonephritis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
Right-sided pelvic pain	R10.2	Pelvic and perineal pain	Pelvic and perineal pain
Right-sided peripheral vascular disease	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
right-sided renal colic	N23	Unspecified renal colic	Unspecified renal colic
right-sided upper quadrant abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Right-sided varicocele	I86.1	Scrotal varices	Scrotal varices
right-sided ventriculoperitoneal shunt	Z98.2	Presence of cerebrospinal fluid drainage device	Presence of cerebrospinal fluid drainage device
ring finger cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
RLE hypoxia	R09.02	Hypoxemia	Hypoxemia
RLQ abdominal pain that radiates to his back	R10.31	Right lower quadrant pain	Right lower quadrant pain
RLQ pain radiating to her lower back	R10.31	Right lower quadrant pain	Right lower quadrant pain
Rosacea, stable	L71.9	Rosacea, unspecified	Rosacea, unspecified
rotator cuff tear involving the subscapularis tendon	M75.100	Unsp rotatr-cuff tear/ruptr of unsp shoulder, not trauma	Unspecified rotator cuff tear or rupture of unspecified shoulder, not specified as traumatic
rt elbow laceration	S51.011A	Laceration without foreign body of right elbow, init encntr	Laceration without foreign body of right elbow, initial encounter
RT EYE CATARACT	H26.9	Unspecified cataract	Unspecified cataract
rt foot Contusion	S90.31XA	Contusion of right foot, initial encounter	Contusion of right foot, initial encounter
RT foot pain	M79.671	Pain in right foot	Pain in right foot
rt hand laceration	S61.411A	Laceration without foreign body of right hand, init encntr	Laceration without foreign body of right hand, initial encounter
Rt hip sepsis	Z86.19	Personal history of other infectious and parasitic diseases	Personal history of other infectious and parasitic diseases
Rt hip wound cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
Rt knee arthroplasty AKI	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
rt leg swelling	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
Rt Lower Abdominal Pain	R10.30	Lower abdominal pain, unspecified	Lower abdominal pain, unspecified
Rt lung infiltrate	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
Rt middle finger injury	S09.301D	Unsp injury of right middle and inner ear, subs encntr	Unspecified injury of right middle and inner ear, subsequent encounter
Rt nasal cellulitis	J34.0	Abscess, furuncle and carbuncle of nose	Abscess, furuncle and carbuncle of nose
rt pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
Rt sided pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Rt ureteric stone	N20.1	Calculus of ureter	Calculus of ureter
runny nose as well as sore throat	R09.89	Oth symptoms and signs involving the circ and resp systems	Other specified symptoms and signs involving the circulatory and respiratory systems
runny nose, congestion.	R09.89	Oth symptoms and signs involving the circ and resp systems	Other specified symptoms and signs involving the circulatory and respiratory systems
rupture	S36.09XA	Other injury of spleen, initial encounter	Other injury of spleen, initial encounter
rupture ovarian cyst	N83.209	Unspecified ovarian cyst, unspecified side	Unspecified ovarian cyst, unspecified side
ruptured cholecystitis	K81.9	Cholecystitis, unspecified	Cholecystitis, unspecified
ruptured diverticulitis	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
ruptured pilonidal cyst	L05.91	Pilonidal cyst without abscess	Pilonidal cyst without abscess
S1 spinal stenosis	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
saccular aneurysm	I72.9	Aneurysm of unspecified site	Aneurysm of unspecified site
Sacral decubitus ulcer	L89.159	Pressure ulcer of sacral region, unspecified stage	Pressure ulcer of sacral region, unspecified stage
sacral and buttock ulcers	L89.159	Pressure ulcer of sacral region, unspecified stage	Pressure ulcer of sacral region, unspecified stage
Sacral and coccygeal osteomyelitis	M46.28	Osteomyelitis of vertebra, sacral and sacrococcygeal region	Osteomyelitis of vertebra, sacral and sacrococcygeal region
sacral stage ll decubitus	L89.159	Pressure ulcer of sacral region, unspecified stage	Pressure ulcer of sacral region, unspecified stage
Sacroiliitis	M46.1	Sacroiliitis, not elsewhere classified	Sacroiliitis, not elsewhere classified
salicylate	T39.095A	Adverse effect of salicylates, initial encounter	Adverse effect of salicylates, initial encounter
salmonella	A02.22	Salmonella pneumonia	Salmonella pneumonia
Salmonella bacteremia from the typhoid	A02.9	Salmonella infection, unspecified	Salmonella infection, unspecified
Salmonella gastroenteritis	A02.0	Salmonella enteritis	Salmonella enteritis
salpingitis	N70.91	Salpingitis, unspecified	Salpingitis, unspecified
sarcoidosis, chronic kidney disease.	D86.9	Sarcoidosis, unspecified	Sarcoidosis, unspecified
sarcoidosis, diverticulitis	D86.9	Sarcoidosis, unspecified	Sarcoidosis, unspecified
Sarcoma L thigh	C76.50	Malignant neoplasm of unspecified lower limb	Malignant neoplasm of unspecified lower limb
Sarcoma right leg	C76.51	Malignant neoplasm of right lower limb	Malignant neoplasm of right lower limb
SARS COVID 19	U07.1	COVID-19	COVID-19
SARS COVID pneumonia	J12.89	Other viral pneumonia	Other viral pneumonia
SARS COVID-19 PNA	U07.1	COVID-19	COVID-19
SARS multifocal pneumonia	J12.81	Pneumonia due to SARS-associated coronavirus	Pneumonia due to SARS-associated coronavirus
sbo	K56.609	Unsp intestnl obst, unsp as to partial versus complete obst	Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction
SBO she has had due to her incisional hernia	K43.0	Incisional hernia with obstruction, without gangrene	Incisional hernia with obstruction, without gangrene
sbo, fecal impaction.	K56.609	Unsp intestnl obst, unsp as to partial versus complete obst	Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction
scabbing	R23.4	Changes in skin texture	Changes in skin texture
scar at the left lung base	J98.4	Other disorders of lung	Other disorders of lung
scar right and left hips	L90.5	Scar conditions and fibrosis of skin	Scar conditions and fibrosis of skin
scar scattered at the lung	J98.4	Other disorders of lung	Other disorders of lung
scar tissue rt hand	L90.5	Scar conditions and fibrosis of skin	Scar conditions and fibrosis of skin
scar, breast	L90.5	Scar conditions and fibrosis of skin	Scar conditions and fibrosis of skin
schizoaffective disorder	F25.9	Schizoaffective disorder, unspecified	Schizoaffective disorder, unspecified
schizophrenia, anxiety	F20.9	Schizophrenia, unspecified	Schizophrenia, unspecified
Schizophrenia, currently stable	F20.9	Schizophrenia, unspecified	Schizophrenia, unspecified
sciatica that is chronic	M54.30	Sciatica, unspecified side	Sciatica, unspecified side
sclera edema	R60.9	Edema, unspecified	Edema, unspecified
scoliosis of the lower lumbar spine	M41.9	Scoliosis, unspecified	Scoliosis, unspecified
scoliosis of the lumbar spine	M41.9	Scoliosis, unspecified	Scoliosis, unspecified
scoliosis with progressive	M41.9	Scoliosis, unspecified	Scoliosis, unspecified
scoliosis, gout	M41.9	Scoliosis, unspecified	Scoliosis, unspecified
Screen Dx cirrhosis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
screen for afib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Screen for Crohn's Disease	K50.90	Crohn's disease, unspecified, without complications	Crohn's disease, unspecified, without complications
screen may help explain his dizziness	R42	Dizziness and giddiness	Dizziness and giddiness
Screen: diagnosis SBO	K56.609	Unsp intestnl obst, unsp as to partial versus complete obst	Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction
screening for the COVID	U07.1	COVID-19	COVID-19
screening test for the HIV	Z21	Asymptomatic human immunodeficiency virus infection status	Asymptomatic human immunodeficiency virus [HIV] infection status
Scrotal and groin cellulitis	L03.314	Cellulitis of groin	Cellulitis of groin
scrotal edema	R60.9	Edema, unspecified	Edema, unspecified
scrotal Herpes simplex	B00.9	Herpesviral infection, unspecified	Herpesviral infection, unspecified
scrotal wall edema	R60.9	Edema, unspecified	Edema, unspecified
scrotum is very sore	B55.1	Cutaneous leishmaniasis	Cutaneous leishmaniasis
scrotum CHF	I50.9	Heart failure, unspecified	Heart failure, unspecified
Seasonal Allergies, Allergic Rhinits	J30.2	Other seasonal allergic rhinitis	Other seasonal allergic rhinitis
seasonal allergies, cardiac	J30.2	Other seasonal allergic rhinitis	Other seasonal allergic rhinitis

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.