Split (3)

train · 58.8k rows

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.

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Solitary pulmonary nodule 1.7 cm in the left lower lobe	R91.1	Solitary pulmonary nodule	Solitary pulmonary nodule
somatization	F45.0	Somatization disorder	Somatization disorder
Sore throat due to foreign body	J02.9	Acute pharyngitis, unspecified	Acute pharyngitis, unspecified
sore throat on exam strep	J02.0	Streptococcal pharyngitis	Streptococcal pharyngitis
sore throat with fever	J02.9	Acute pharyngitis, unspecified	Acute pharyngitis, unspecified
sore throat, rash	J02.9	Acute pharyngitis, unspecified	Acute pharyngitis, unspecified
soreness in center of chest	R49.8	Other voice and resonance disorders	Other voice and resonance disorders
spasm in the joint	R25.2	Cramp and spasm	Cramp and spasm
spasm in the right leg	R25.2	Cramp and spasm	Cramp and spasm
spasm of the anal sphincter	R25.2	Cramp and spasm	Cramp and spasm
Spasm on the right side of the body	R25.2	Cramp and spasm	Cramp and spasm
spasm, esophageal	K22.4	Dyskinesia of esophagus	Dyskinesia of esophagus
spasms	R25.2	Cramp and spasm	Cramp and spasm
spermatocele in the left epididymal head	N43.40	Spermatocele of epididymis, unspecified	Spermatocele of epididymis, unspecified
spina bifida with paraplegia	Q05.9	Spina bifida, unspecified	Spina bifida, unspecified
spinal abscess	O91.119	Abscess of breast associated with pregnancy, unsp trimester	Abscess of breast associated with pregnancy, unspecified trimester
Spinal fusion hardware at the lumbosacral	M43.20	Fusion of spine, site unspecified	Fusion of spine, site unspecified
spinal fusion of L3	M43.20	Fusion of spine, site unspecified	Fusion of spine, site unspecified
spinal meningitis	Z86.61	Personal history of infections of the central nervous system	Personal history of infections of the central nervous system
spinal stenosis at L2-3, L3-4, and L4-5	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
spinal stenosis of the cervical spine	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
Spinal Stenosis of Cervical Spine	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
spinal stenosis with radiculopathy, ETOH abuse	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
spinal stenosis, neuropathy presenting	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
spinal stenosis, prostate	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
spinal stenosis, underwent a lumbar spine posterior	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
spinal stenosis/chronic	M48.00	Spinal stenosis, site unspecified	Spinal stenosis, site unspecified
Spine Disease, Lumbar	G95.9	Disease of spinal cord, unspecified	Disease of spinal cord, unspecified
spine performed which revealed epidural abscess	G06.2	Extradural and subdural abscess, unspecified	Extradural and subdural abscess, unspecified
Splenic abscess	D73.3	Abscess of spleen	Abscess of spleen
Splenomegaly associated with the portal hypertension	R16.1	Splenomegaly, not elsewhere classified	Splenomegaly, not elsewhere classified
splenomegaly fever	R16.1	Splenomegaly, not elsewhere classified	Splenomegaly, not elsewhere classified
splenomegaly, currently stable	Z86.2	Prsnl history of dis of the bld/bld-form org/immun mechnsm	Personal history of diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism
splenomegaly, portal hypertension.	R16.1	Splenomegaly, not elsewhere classified	Splenomegaly, not elsewhere classified
spondylolisthesis, L4 and L5	M43.10	Spondylolisthesis, site unspecified	Spondylolisthesis, site unspecified
spondylolysis thesis of the lumbar spine	M43.00	Spondylolysis, site unspecified	Spondylolysis, site unspecified
spondylosis in the lumbar spine	M47.897	Other spondylosis, lumbosacral region	Other spondylosis, lumbosacral region
SPONDYLOSIS,LUMBAR REGION	M47.896	Other spondylosis, lumbar region	Other spondylosis, lumbar region
sprain	S53.409A	Unspecified sprain of unspecified elbow, initial encounter	Unspecified sprain of unspecified elbow, initial encounter
sprain	S63.612A	Unspecified sprain of right middle finger, initial encounter	Unspecified sprain of right middle finger, initial encounter
sprain	S63.616A	Unspecified sprain of right little finger, initial encounter	Unspecified sprain of right little finger, initial encounter
sprain	S63.619A	Unspecified sprain of unspecified finger, initial encounter	Unspecified sprain of unspecified finger, initial encounter
sprain	S63.90XA	Sprain of unsp part of unsp wrist and hand, init encntr	Sprain of unspecified part of unspecified wrist and hand, initial encounter
sprain	S73.109A	Unspecified sprain of unspecified hip, initial encounter	Unspecified sprain of unspecified hip, initial encounter
sprain	S93.409A	Sprain of unsp ligament of unspecified ankle, init encntr	Sprain of unspecified ligament of unspecified ankle, initial encounter
sprain left wrist	S63.502A	Unspecified sprain of left wrist, initial encounter	Unspecified sprain of left wrist, initial encounter
sprain of right foot	S93.601A	Unspecified sprain of right foot, initial encounter	Unspecified sprain of right foot, initial encounter
sprain of right knee	S83.91XA	Sprain of unspecified site of right knee, initial encounter	Sprain of unspecified site of right knee, initial encounter
Sprain of the left index finger	S63.611A	Unspecified sprain of left index finger, initial encounter	Unspecified sprain of left index finger, initial encounter
sprain of the right elbow	S53.401A	Unspecified sprain of right elbow, initial encounter	Unspecified sprain of right elbow, initial encounter
sprain to the right index finger	S63.610A	Unspecified sprain of right index finger, initial encounter	Unspecified sprain of right index finger, initial encounter
Sputum also grew Mycobacterium	A31.9	Mycobacterial infection, unspecified	Mycobacterial infection, unspecified
Sputum culture grew ESBL Klebsiella	B96.1	Klebsiella pneumoniae as the cause of diseases classd elswhr	Klebsiella pneumoniae [K. pneumoniae] as the cause of diseases classified elsewhere
Sputum culture grew Staph Aureus	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
Sputum culture is growing Klebsiella	B96.1	Klebsiella pneumoniae as the cause of diseases classd elswhr	Klebsiella pneumoniae [K. pneumoniae] as the cause of diseases classified elsewhere
Sputum culture positive	R89.9	Unsp abnormal finding in specimens from oth org/tiss	Unspecified abnormal finding in specimens from other organs, systems and tissues
Squamous cell cancer of the left lung	C44.92	Squamous cell carcinoma of skin, unspecified	Squamous cell carcinoma of skin, unspecified
Squamous cell carcinoma of the left chin	C44.92	Squamous cell carcinoma of skin, unspecified	Squamous cell carcinoma of skin, unspecified
ST elevation myocardial infarction involving inferior posterior	I21.19	STEMI involving oth coronary artery of inferior wall	ST elevation (STEMI) myocardial infarction involving other coronary artery of inferior wall
ST elevation myocardial infarction with congestive heart failure	I21.3	ST elevation (STEMI) myocardial infarction of unsp site	ST elevation (STEMI) myocardial infarction of unspecified site
Stab Wound to Chest	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Stable agitation	R45.1	Restlessness and agitation	Restlessness and agitation
Stable areas of encephalomalacia	G93.89	Other specified disorders of brain	Other specified disorders of brain
stable as far as osteomyelitis	M86.9	Osteomyelitis, unspecified	Osteomyelitis, unspecified
stabLE DM	E11.9	Type 2 diabetes mellitus without complications	Type 2 diabetes mellitus without complications
stable for CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
stable his diarrhea	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
Stable moderate patchy bilateral pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
stable moderate pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
stable moderate pulmonary edema	J81.1	Chronic pulmonary edema	Chronic pulmonary edema
Stable multifocal bilateral pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
stable on new HTN	I10	Essential (primary) hypertension	Essential (primary) hypertension
stable small focus of subdural hematoma	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
Stable small left pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
Stable tracheostomy	Z93.0	Tracheostomy status	Tracheostomy status
stable twitching	R25.3	Fasciculation	Fasciculation
Stage 1 pressure ulcers bilateral heels	L89.601	Pressure ulcer of unspecified heel, stage 1	Pressure ulcer of unspecified heel, stage 1
Stage 2 AKI	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
stage 2 pressure ulcer left buttock	L89.322	Pressure ulcer of left buttock, stage 2	Pressure ulcer of left buttock, stage 2
stage 2 sacrum pressure ulcer	L89.152	Pressure ulcer of sacral region, stage 2	Pressure ulcer of sacral region, stage 2
Stage 3 pressure ulcer R heel	L89.603	Pressure ulcer of unspecified heel, stage 3	Pressure ulcer of unspecified heel, stage 3
Stage 3 sacral ulcer	L89.153	Pressure ulcer of sacral region, stage 3	Pressure ulcer of sacral region, stage 3
STAGE 4 PRESSURE ULCER LEFT HEEL	L89.624	Pressure ulcer of left heel, stage 4	Pressure ulcer of left heel, stage 4
stage 4 pressure ulcer to sacrum	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
stage 4 sacral decub	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
stage I pressure ulcer on Sacrum	L89.151	Pressure ulcer of sacral region, stage 1	Pressure ulcer of sacral region, stage 1
Stage I sacral decubitus ulcer	L89.151	Pressure ulcer of sacral region, stage 1	Pressure ulcer of sacral region, stage 1
stage II decub to coccyx	L89.152	Pressure ulcer of sacral region, stage 2	Pressure ulcer of sacral region, stage 2
Stage II sacral decub	L89.152	Pressure ulcer of sacral region, stage 2	Pressure ulcer of sacral region, stage 2
Stage III ARF	N17.9	Acute kidney failure, unspecified	Acute kidney failure, unspecified
stage III CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
stage III pressure ulcer L hip	L89.203	Pressure ulcer of unspecified hip, stage 3	Pressure ulcer of unspecified hip, stage 3
stage IV right buttock pressure ulcer	L89.314	Pressure ulcer of right buttock, stage 4	Pressure ulcer of right buttock, stage 4
Stage IV right ischial decubitus ulcer	L89.94	Pressure ulcer of unspecified site, stage 4	Pressure ulcer of unspecified site, stage 4
Stage IV right ischial pressure ulcer	L89.94	Pressure ulcer of unspecified site, stage 4	Pressure ulcer of unspecified site, stage 4
Stage IV sacrococcygeal decubitus ulcer	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
Staph aureus, which was MSSA.	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
STAPH INFECTION	B95.8	Unsp staphylococcus as the cause of diseases classd elswhr	Unspecified staphylococcus as the cause of diseases classified elsewhere
staphylococcus aureus	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
Staphylococcus aureus get identified as a MRSA	B95.62	Methicillin resis staph infct causing diseases classd elswhr	Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere