Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
fibromyalgia who underwent a left ilium	M79.7	Fibromyalgia	Fibromyalgia
fibrous dysplasia, unicameral bone	M27.8	Other specified diseases of jaws	Other specified diseases of jaws
fifth toe osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
fifth toe proximal phalanx osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
finger pain	M79.646	Pain in unspecified finger(s)	Pain in unspecified finger(s)
firmness on Exam -CT abdomen	N40.2	Nodular prostate without lower urinary tract symptoms	Nodular prostate without lower urinary tract symptoms
First Degree Burn to Left Thigh	T24.112A	Burn of first degree of left thigh, initial encounter	Burn of first degree of left thigh, initial encounter
first toe amputation stump	Z89.411	Acquired absence of right great toe	Acquired absence of right great toe
first toe osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
first toe osteomyelitis	Z87.39	Personal history of diseases of the ms sys and conn tiss	Personal history of other diseases of the musculoskeletal system and connective tissue
first toe pain	M79.676	Pain in unspecified toe(s)	Pain in unspecified toe(s)
first-degree block PVC	I49.3	Ventricular premature depolarization	Ventricular premature depolarization
first-degree burn of right forearm	T22.111A	Burn of first degree of right forearm, initial encounter	Burn of first degree of right forearm, initial encounter
fistula-in-ano	K60.3	Anal fistula	Anal fistula
fitting dentures	Z46.3	Encounter for fit/adjst of dental prosthetic device	Encounter for fitting and adjustment of dental prosthetic device
flaccid quadriparesis	G82.50	Quadriplegia, unspecified	Quadriplegia, unspecified
flank abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank p ain	K62.82	Dysplasia of anus	Dysplasia of anus
flank pain and abdominal	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank pain radiating to left leg	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank pain that started radiating to the R groin	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank pain with fever	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank pain x 3 days w/hematuria	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank pain, Loss of vision	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank pain, constipation	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
flank pain, nausea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
floor for tachypnea	R06.82	Tachypnea, not elsewhere classified	Tachypnea, not elsewhere classified
flu strep	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
fluid overload after missing hemodialysis	E87.71	Transfusion associated circulatory overload	Transfusion associated circulatory overload
fluid overload at this point, will get benefit from the dialysis	E87.71	Transfusion associated circulatory overload	Transfusion associated circulatory overload
fluid overload from severe	E87.70	Fluid overload, unspecified	Fluid overload, unspecified
fluid overload in the lungs	E87.70	Fluid overload, unspecified	Fluid overload, unspecified
fluid overload requiring dialysis	E87.71	Transfusion associated circulatory overload	Transfusion associated circulatory overload
fluid overload secondary to end-stage renal disease	E87.70	Fluid overload, unspecified	Fluid overload, unspecified
Fluid overload, received HD today.	E87.71	Transfusion associated circulatory overload	Transfusion associated circulatory overload
fluid overload, she has diastolic	E87.70	Fluid overload, unspecified	Fluid overload, unspecified
fluid retention	R60.9	Edema, unspecified	Edema, unspecified
fluid retention which can lead	R60.9	Edema, unspecified	Edema, unspecified
FLUOROQUINOLONE	Z88.1	Allergy status to other antibiotic agents	Allergy status to other antibiotic agents
flushing	R23.2	Flushing	Flushing
focal dental caries	K02.9	Dental caries, unspecified	Dental caries, unspecified
focal inflammatory infiltrate	H43.89	Other disorders of vitreous body	Other disorders of vitreous body
focal placental	O43.219	Placenta accreta, unspecified trimester	Placenta accreta, unspecified trimester
focal pleural thickening	J92.9	Pleural plaque without asbestos	Pleural plaque without asbestos
follicular B-cell lymphoma	C85.10	Unspecified B-cell lymphoma, unspecified site	Unspecified B-cell lymphoma, unspecified site
folliculitis #3 diabetes	L73.9	Follicular disorder, unspecified	Follicular disorder, unspecified
Food	T17.528A	Food in bronchus causing other injury, initial encounter	Food in bronchus causing other injury, initial encounter
food allergies	L27.2	Dermatitis due to ingested food	Dermatitis due to ingested food
food poisoning	T62.91XA	Toxic effect of unsp noxious sub eaten as food, acc, init	Toxic effect of unspecified noxious substance eaten as food, accidental (unintentional), initial encounter
foot abrasion	S90.819A	Abrasion, unspecified foot, initial encounter	Abrasion, unspecified foot, initial encounter
foot area infection	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
foot demonstrated severe osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
foot disease	B08.8	Oth viral infections with skin and mucous membrane lesions	Other specified viral infections characterized by skin and mucous membrane lesions
foot has less pain	M79.673	Pain in unspecified foot	Pain in unspecified foot
Foot has some cyanosis	R23.0	Cyanosis	Cyanosis
foot is too swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
foot severe cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
foot ulcer that has cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
foot x ray shows osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
foot, pain and swelling	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
foot/ankle Diabetic Ulcer	E11.621	Type 2 diabetes mellitus with foot ulcer	Type 2 diabetes mellitus with foot ulcer
foraminal stenosis at L5-S1	M48.07	Spinal stenosis, lumbosacral region	Spinal stenosis, lumbosacral region
forearm is pretty painful	M79.639	Pain in unspecified forearm	Pain in unspecified forearm
Forehead cellulitis	L03.90	Cellulitis, unspecified	Cellulitis, unspecified
foreign body appreciated in right eye	T15.91XA	Foreign body on external eye, part unsp, right eye, init	Foreign body on external eye, part unspecified, right eye, initial encounter
Foreign body in ear lobe	T16.9XXA	Foreign body in ear, unspecified ear, initial encounter	Foreign body in ear, unspecified ear, initial encounter
Foreign Body in R Ear	T16.9XXA	Foreign body in ear, unspecified ear, initial encounter	Foreign body in ear, unspecified ear, initial encounter
foreign body in right nose	T17.1XXA	Foreign body in nostril, initial encounter	Foreign body in nostril, initial encounter
foreign body in stomach	T18.2XXA	Foreign body in stomach, initial encounter	Foreign body in stomach, initial encounter
Foreign body in vagina	T19.2XXA	Foreign body in vulva and vagina, initial encounter	Foreign body in vulva and vagina, initial encounter
foreign body removal in the pt's ear	T16.9XXA	Foreign body in ear, unspecified ear, initial encounter	Foreign body in ear, unspecified ear, initial encounter
foreign body to L ear	T16.9XXA	Foreign body in ear, unspecified ear, initial encounter	Foreign body in ear, unspecified ear, initial encounter
foreign body to the right eye	T15.91XA	Foreign body on external eye, part unsp, right eye, init	Foreign body on external eye, part unspecified, right eye, initial encounter
former smoker, ETOH use.	Z87.891	Personal history of nicotine dependence	Personal history of nicotine dependence
Fournier gangrene	N49.3	Fournier gangrene	Fournier gangrene
Fourth Toe Ulceration	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
fracture	S02.5XXA	Fracture of tooth (traumatic), init for clos fx	Fracture of tooth (traumatic), initial encounter for closed fracture
fracture	S02.92XA	Unsp fracture of facial bones, init for clos fx	Unspecified fracture of facial bones, initial encounter for closed fracture
fracture	S12.400A	Unsp disp fx of fifth cervical vertebra, init for clos fx	Unspecified displaced fracture of fifth cervical vertebra, initial encounter for closed fracture
fracture	S12.600A	Unsp disp fx of seventh cervical vertebra, init for clos fx	Unspecified displaced fracture of seventh cervical vertebra, initial encounter for closed fracture
fracture	S22.21XA	Fracture of manubrium, initial encounter for closed fracture	Fracture of manubrium, initial encounter for closed fracture
fracture	S32.039A	Unsp fracture of third lumbar vertebra, init for clos fx	Unspecified fracture of third lumbar vertebra, initial encounter for closed fracture
fracture	S32.473A	Disp fx of medial wall of unsp acetabulum, init for clos fx	Displaced fracture of medial wall of unspecified acetabulum, initial encounter for closed fracture
fracture	S62.90XA	Unsp fracture of unsp wrist and hand, init for clos fx	Unspecified fracture of unspecified wrist and hand, initial encounter for closed fracture
fracture	S82.113A	Disp fx of unsp tibial spine, init for clos fx	Displaced fracture of unspecified tibial spine, initial encounter for closed fracture
fracture	S82.123A	Disp fx of lateral condyle of unsp tibia, init for clos fx	Displaced fracture of lateral condyle of unspecified tibia, initial encounter for closed fracture
fracture	S82.409A	Unsp fracture of shaft of unsp fibula, init for clos fx	Unspecified fracture of shaft of unspecified fibula, initial encounter for closed fracture
fracture	S82.841A	Displaced bimalleolar fracture of right lower leg, init	Displaced bimalleolar fracture of right lower leg, initial encounter for closed fracture
fracture	S92.243A	Disp fx of medial cuneiform of unsp foot, init for clos fx	Displaced fracture of medial cuneiform of unspecified foot, initial encounter for closed fracture
fracture	S92.919A	Unsp fracture of unsp toe(s), init for clos fx	Unspecified fracture of unspecified toe(s), initial encounter for closed fracture
Fracture at wrist	S62.90XA	Unsp fracture of unsp wrist and hand, init for clos fx	Unspecified fracture of unspecified wrist and hand, initial encounter for closed fracture
Fracture L elbow/L forearm	S52.90XA	Unsp fracture of unsp forearm, init for clos fx	Unspecified fracture of unspecified forearm, initial encounter for closed fracture
fracture L foot	S92.909A	Unsp fracture of unsp foot, init encntr for closed fracture	Unspecified fracture of unspecified foot, initial encounter for closed fracture
fracture left leg	S82.92XA	Unsp fracture of left lower leg, init for clos fx	Unspecified fracture of left lower leg, initial encounter for closed fracture
Fracture of coccyx	S32.2XXA	Fracture of coccyx, initial encounter for closed fracture	Fracture of coccyx, initial encounter for closed fracture
fracture of left hip	S72.002A	Fracture of unsp part of neck of left femur, init	Fracture of unspecified part of neck of left femur, initial encounter for closed fracture
Fracture of skull	S02.91XA	Unsp fracture of skull, init encntr for closed fracture	Unspecified fracture of skull, initial encounter for closed fracture
fracture of the femur	S72.90XA	Unsp fracture of unsp femur, init encntr for closed fracture	Unspecified fracture of unspecified femur, initial encounter for closed fracture
fracture of the medial side of the clavicle	S42.009A	Fracture of unsp part of unsp clavicle, init for clos fx	Fracture of unspecified part of unspecified clavicle, initial encounter for closed fracture
fracture of the wrist	S62.90XA	Unsp fracture of unsp wrist and hand, init for clos fx	Unspecified fracture of unspecified wrist and hand, initial encounter for closed fracture

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.