Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
osteomyelitis in the right wrist	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
osteomyelitis in the spine	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis involving the cuboid bone	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis involving the left third metatarsal bone	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis involving the tibial	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis involving this bone	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis L1-L2	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis noted on the fourth toe	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of 5th metatarsal on left	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of 5th toe right	M86.8X7	Other osteomyelitis, ankle and foot	Other osteomyelitis, ankle and foot
Osteomyelitis of bilateral feet	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of her right foot	M86.8X7	Other osteomyelitis, ankle and foot	Other osteomyelitis, ankle and foot
osteomyelitis of that bone	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the associated first metatarsal	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the cuboid bone	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
osteomyelitis of the distal 7 cm of the fibula	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the distal portion of the metatarsal	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the fifth metatarsal	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the fifth metatarsal bone	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the fourth metatarsal	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the jaw	M27.2	Inflammatory conditions of jaws	Inflammatory conditions of jaws
osteomyelitis of the mid aspect of the first proximal phalanx	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Osteomyelitis of the proximal shaft	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of the right fifth metatarsal	M86.8X7	Other osteomyelitis, ankle and foot	Other osteomyelitis, ankle and foot
osteomyelitis of the right radial bone	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
osteomyelitis of the third digit	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Osteomyelitis of the third metatarsal head and neck, left foot	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Osteomyelitis of the thoracic vertebra	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis of toe- patient can be discharged home on oral	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis on the bone	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Osteomyelitis R foot	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis right tibia	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
Osteomyelitis T12	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis toe	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Osteomyelitis was _____[TIME 1:02] distal phalanx	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis with abscess	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteomyelitis, failed conservative tx in Wound	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Osteomyelitis, fourth metatarsal, left foot	M86.8X7	Other osteomyelitis, ankle and foot	Other osteomyelitis, ankle and foot
Osteomyelitis, fourth metatarsal, left foot	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
Osteomyelitis, L 5th toe	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
osteophytosis as well as hypertrophic	M25.70	Osteophyte, unspecified joint	Osteophyte, unspecified joint
osteoporosis	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
osteoporosis	M81.6	Localized osteoporosis [Lequesne]	Localized osteoporosis [Lequesne]
Osteoporosis w current path fracture	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
osteoporosis, depression	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
OSTEOPOROSIS, DEPRESSIVE	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
osteoporosis, stomach	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
Osteoporosis: Scheduled for a hip	M81.0	Age-related osteoporosis w/o current pathological fracture	Age-related osteoporosis without current pathological fracture
osteosclerosis	Q78.2	Osteopetrosis	Osteopetrosis
otalgia	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
otitis externa	H60.90	Unspecified otitis externa, unspecified ear	Unspecified otitis externa, unspecified ear
Otitis media left ear	H66.92	Otitis media, unspecified, left ear	Otitis media, unspecified, left ear
Otitis media Right Ear	H66.91	Otitis media, unspecified, right ear	Otitis media, unspecified, right ear
otitis media, pharyngitis	H66.90	Otitis media, unspecified, unspecified ear	Otitis media, unspecified, unspecified ear
Ovarian cancer	C56.9	Malignant neoplasm of unspecified ovary	Malignant neoplasm of unspecified ovary
ovarian cancer	Z85.43	Personal history of malignant neoplasm of ovary	Personal history of malignant neoplasm of ovary
ovarian cyst right ovary	N83.201	Unspecified ovarian cyst, right side	Unspecified ovarian cyst, right side
Ovarian cyst, 4) Hypokalemia	N83.209	Unspecified ovarian cyst, unspecified side	Unspecified ovarian cyst, unspecified side
ovarian cyst, subchorionic hemorrhage.	O34.80	Maternal care for oth abnlt of pelvic organs, unsp trimester	Maternal care for other abnormalities of pelvic organs, unspecified trimester
ovarian neoplasm	C56.9	Malignant neoplasm of unspecified ovary	Malignant neoplasm of unspecified ovary
overactive bladder, who was scheduled today for left hip	N32.81	Overactive bladder	Overactive bladder
Overweight	E66.3	Overweight	Overweight
P0 6-7	O09.41	Suprvsn of pregnancy w grand multiparity, first trimester	Supervision of pregnancy with grand multiparity, first trimester
P0 at 36 weeks	Z3A.36	36 weeks gestation of pregnancy	36 weeks gestation of pregnancy
P0 at 39 weeks	Z3A.39	39 weeks gestation of pregnancy	39 weeks gestation of pregnancy
P3 at 10wk	Z3A.10	10 weeks gestation of pregnancy	10 weeks gestation of pregnancy
P5	O09.41	Suprvsn of pregnancy w grand multiparity, first trimester	Supervision of pregnancy with grand multiparity, first trimester
P7	O09.41	Suprvsn of pregnancy w grand multiparity, first trimester	Supervision of pregnancy with grand multiparity, first trimester
pacemaker implantation	Z95.0	Presence of cardiac pacemaker	Presence of cardiac pacemaker
PAD in LLE	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
pad of great toe	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
pad w/ focal	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
PAF - rate controlled	I48.0	Paroxysmal atrial fibrillation	Paroxysmal atrial fibrillation
pain (htn	I10	Essential (primary) hypertension	Essential (primary) hypertension
pain - tachycardic	R00.0	Tachycardia, unspecified	Tachycardia, unspecified
pain 6) GERD	K21.9	Gastro-esophageal reflux disease without esophagitis	Gastro-esophageal reflux disease without esophagitis
Pain across mid abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
pain acs	I24.9	Acute ischemic heart disease, unspecified	Acute ischemic heart disease, unspecified
pain after a fall	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
pain after the fall	Z91.81	History of falling	History of falling
pain all over the abdomen also in the right upper	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
pain and discomfort in the right foot	M79.671	Pain in right foot	Pain in right foot
pain and discomfort in the right knee	M25.561	Pain in right knee	Pain in right knee
pain and radiating to left arm	M79.602	Pain in left arm	Pain in left arm
pain as constant, "abdominal	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
pain as epigastric	R10.13	Epigastric pain	Epigastric pain
Pain at the left thigh	M79.652	Pain in left thigh	Pain in left thigh
pain bladder	R39.89	Other symptoms and signs involving the genitourinary system	Other symptoms and signs involving the genitourinary system
pain came on the right knee	M25.561	Pain in right knee	Pain in right knee
pain comes from neck	M54.2	Cervicalgia	Cervicalgia
pain dizziness	R42	Dizziness and giddiness	Dizziness and giddiness
pain down both legs	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
pain down left leg	M79.605	Pain in left leg	Pain in left leg
PAIN ELEVATED BLOOD PRESSURE	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension
pain has resolved and the abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
pain he is experiencing on the right foot	M79.671	Pain in right foot	Pain in right foot
pain in her legs	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
pain in left foot	M79.672	Pain in left foot	Pain in left foot
pain in right shoulder	M25.511	Pain in right shoulder	Pain in right shoulder
pain in the throat	R07.0	Pain in throat	Pain in throat

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.