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
Sputum culture positive for multidrug resistant Pseudomonas	R89.9	Unsp abnormal finding in specimens from oth org/tiss	Unspecified abnormal finding in specimens from other organs, systems and tissues
sputum cx pseudomonas	B96.5	Pseudomonas (mallei) causing diseases classd elswhr	Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere
sputum MSSA	A49.01	Methicillin suscep staph infection, unsp site	Methicillin susceptible Staphylococcus aureus infection, unspecified site
sputum, chest pain and shortness of breath	R07.9	Chest pain, unspecified	Chest pain, unspecified
squamous cell carcinoma of scalp	C44.42	Squamous cell carcinoma of skin of scalp and neck	Squamous cell carcinoma of skin of scalp and neck
squamous cell carcinoma of the face	C44.320	Squamous cell carcinoma of skin of unspecified parts of face	Squamous cell carcinoma of skin of unspecified parts of face
squeeze hand	T70.3XXA	Caisson disease [decompression sickness], initial encounter	Caisson disease [decompression sickness], initial encounter
squeeze the finger	T70.3XXA	Caisson disease [decompression sickness], initial encounter	Caisson disease [decompression sickness], initial encounter
squeeze therapy	T70.3XXA	Caisson disease [decompression sickness], initial encounter	Caisson disease [decompression sickness], initial encounter
stab wound to the left arm	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
Stable appearance of multifocal bilateral pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Stable bilateral COVID pneumonia	U07.1	COVID-19	COVID-19
Stable bronchiectasis	J47.9	Bronchiectasis, uncomplicated	Bronchiectasis, uncomplicated
Stable CHF	I50.9	Heart failure, unspecified	Heart failure, unspecified
stable cholelithiasis	K80.20	Calculus of gallbladder w/o cholecystitis w/o obstruction	Calculus of gallbladder without cholecystitis without obstruction
stable covid	U07.1	COVID-19	COVID-19
stable HIV	Z21	Asymptomatic human immunodeficiency virus infection status	Asymptomatic human immunodeficiency virus [HIV] infection status
Stable hydropneumothorax in the right lung base	J94.8	Other specified pleural conditions	Other specified pleural conditions
stable in a narrow range suggesting baseline CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
Stable large hiatal hernia	K44.9	Diaphragmatic hernia without obstruction or gangrene	Diaphragmatic hernia without obstruction or gangrene
stable left renal cyst	N28.1	Cyst of kidney, acquired	Cyst of kidney, acquired
Stable mild lumbar spondylosis	M47.816	Spondylosis w/o myelopathy or radiculopathy, lumbar region	Spondylosis without myelopathy or radiculopathy, lumbar region
Stable moderate ascites	R18.8	Other ascites	Other ascites
Stable moderate bilateral pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Stable multifocal pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
stable nasal fracture	S02.2XXA	Fracture of nasal bones, init encntr for closed fracture	Fracture of nasal bones, initial encounter for closed fracture
stable off HTN	I10	Essential (primary) hypertension	Essential (primary) hypertension
Stable patchy bilateral pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
stable patient advised to stop marijuana	F12.90	Cannabis use, unspecified, uncomplicated	Cannabis use, unspecified, uncomplicated
Stable pulmonary vascular congestion	R09.89	Oth symptoms and signs involving the circ and resp systems	Other specified symptoms and signs involving the circulatory and respiratory systems
stable right hemiparesis	G81.91	Hemiplegia, unspecified affecting right dominant side	Hemiplegia, unspecified affecting right dominant side
Stable severe multifocal pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Stable small bowel obstruction	K56.609	Unsp intestnl obst, unsp as to partial versus complete obst	Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction
Stable small fat-containing inguinal hernia	K40.90	Unil inguinal hernia, w/o obst or gangr, not spcf as recur	Unilateral inguinal hernia, without obstruction or gangrene, not specified as recurrent
stable stage 4 sacral decubitus ulcer	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
Stable subarachnoid hemorrhage	I60.9	Nontraumatic subarachnoid hemorrhage, unspecified	Nontraumatic subarachnoid hemorrhage, unspecified
stable to dc on home O2	Z99.81	Dependence on supplemental oxygen	Dependence on supplemental oxygen
stable upper respiratory infection	J06.9	Acute upper respiratory infection, unspecified	Acute upper respiratory infection, unspecified
stage 1 CKD	N18.1	Chronic kidney disease, stage 1	Chronic kidney disease, stage 1
stage 1 pressure ulcer	L89.91	Pressure ulcer of unspecified site, stage 1	Pressure ulcer of unspecified site, stage 1
Stage 2 Pressure Injury	L89.152	Pressure ulcer of sacral region, stage 2	Pressure ulcer of sacral region, stage 2
stage 2 pressure ulcer at coccyx	L89.152	Pressure ulcer of sacral region, stage 2	Pressure ulcer of sacral region, stage 2
stage 3 decub	L89.93	Pressure ulcer of unspecified site, stage 3	Pressure ulcer of unspecified site, stage 3
Stage 3 pressure ulcer left heel	L89.623	Pressure ulcer of left heel, stage 3	Pressure ulcer of left heel, stage 3
stage 3B kidney disease	Z87.448	Personal history of other diseases of urinary system	Personal history of other diseases of urinary system
Stage 4 pressure ulcer	L89.94	Pressure ulcer of unspecified site, stage 4	Pressure ulcer of unspecified site, stage 4
stage 4 pressure ulcer on coccyx	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
STAGE 4 PRESSURE ULCER TO SACRAL	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
Stage 4 sacral decubitous ulcer	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
Stage 4 sacral pressure ulcer	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
stage 4: biopsy of lung mass	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
stage II decub	L89.92	Pressure ulcer of unspecified site, stage 2	Pressure ulcer of unspecified site, stage 2
stage II decubitus ulcer in the back	L89.102	Pressure ulcer of unspecified part of back, stage 2	Pressure ulcer of unspecified part of back, stage 2
Stage II pressure ulcer	L89.92	Pressure ulcer of unspecified site, stage 2	Pressure ulcer of unspecified site, stage 2
stage III decubitus ulcer of the back	L89.103	Pressure ulcer of unspecified part of back, stage 3	Pressure ulcer of unspecified part of back, stage 3
Stage III sacral decubitus ulcer	L89.153	Pressure ulcer of sacral region, stage 3	Pressure ulcer of sacral region, stage 3
stage IV sacral decubitus	L89.154	Pressure ulcer of sacral region, stage 4	Pressure ulcer of sacral region, stage 4
stage V heart failure	I50.9	Heart failure, unspecified	Heart failure, unspecified
staphylococcal infection	B95.8	Unsp staphylococcus as the cause of diseases classd elswhr	Unspecified staphylococcus as the cause of diseases classified elsewhere
Staphylococcus aureus infection with a prosthesis	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
Staphylococcus aureus infection wound	B95.61	Methicillin suscep staph infct causing dis classd elswhr	Methicillin susceptible Staphylococcus aureus infection as the cause of diseases classified elsewhere
Staphylococcus aureus is MSSA	A49.01	Methicillin suscep staph infection, unsp site	Methicillin susceptible Staphylococcus aureus infection, unspecified site
Staphylococcus aureus of right lower extremity	Z16.11	Resistance to penicillins	Resistance to penicillins
Staphylococcus aureus pneumonia	Z16.11	Resistance to penicillins	Resistance to penicillins
staphylococcus aureus was isolated from the intraoperative	Z16.11	Resistance to penicillins	Resistance to penicillins
Staphylococcus epidermidis, culture was done in wound	Z16.11	Resistance to penicillins	Resistance to penicillins
static dermatitis	I87.2	Venous insufficiency (chronic) (peripheral)	Venous insufficiency (chronic) (peripheral)
status asthmaticus complicated	J45.902	Unspecified asthma with status asthmaticus	Unspecified asthma with status asthmaticus
STD testing gonorrhea	A64	Unspecified sexually transmitted disease	Unspecified sexually transmitted disease
STD, abscess	A64	Unspecified sexually transmitted disease	Unspecified sexually transmitted disease
STEMI heart	I21.3	ST elevation (STEMI) myocardial infarction of unsp site	ST elevation (STEMI) myocardial infarction of unspecified site
stenosis at C3/4 3 C5	M48.02	Spinal stenosis, cervical region	Spinal stenosis, cervical region
stenosis at the origin of the left vertebral artery	I65.02	Occlusion and stenosis of left vertebral artery	Occlusion and stenosis of left vertebral artery
stenosis critical coronary artery disease	I25.10	Athscl heart disease of native coronary artery w/o ang pctrs	Atherosclerotic heart disease of native coronary artery without angina pectoris
stenosis in the left internal carotid artery	I65.22	Occlusion and stenosis of left carotid artery	Occlusion and stenosis of left carotid artery
stenosis of carotid	I65.29	Occlusion and stenosis of unspecified carotid artery	Occlusion and stenosis of unspecified carotid artery
stenosis of the right carotid artery	I65.21	Occlusion and stenosis of right carotid artery	Occlusion and stenosis of right carotid artery
stenosis of the right internal carotid artery	I65.29	Occlusion and stenosis of unspecified carotid artery	Occlusion and stenosis of unspecified carotid artery
stenosis, right carotid	I65.21	Occlusion and stenosis of right carotid artery	Occlusion and stenosis of right carotid artery
steroids as well as diabetes mellitus	E09.9	Drug or chemical induced diabetes mellitus w/o complications	Drug or chemical induced diabetes mellitus without complications
steroids for foot drop	M21.379	Foot drop, unspecified foot	Foot drop, unspecified foot
steroids stomach pain	K30	Functional dyspepsia	Functional dyspepsia
sticker	B08.3	Erythema infectiosum [fifth disease]	Erythema infectiosum [fifth disease]
stomach and esophagus within the hernia sac	K45.8	Oth abdominal hernia without obstruction or gangrene	Other specified abdominal hernia without obstruction or gangrene
stomach mentioned that he started having cramps	R25.2	Cramp and spasm	Cramp and spasm
Stool blood	K92.1	Melena	Melena
strain	S29.019A	Strain of muscle and tendon of unsp wall of thorax, init	Strain of muscle and tendon of unspecified wall of thorax, initial encounter
strain bilateral hip	S73.109A	Unspecified sprain of unspecified hip, initial encounter	Unspecified sprain of unspecified hip, initial encounter
strep given steroids	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
Strep Strep	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
strep throat screen	J02.0	Streptococcal pharyngitis	Streptococcal pharyngitis
strep throat, influenza	J02.0	Streptococcal pharyngitis	Streptococcal pharyngitis
strep viral	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
strep, pneumonia tests given.	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
strep.His broughter told me that he has some tooth	A49.1	Streptococcal infection, unspecified site	Streptococcal infection, unspecified site
streptococcal pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Streptococcus bolus bacteremia	R78.81	Bacteremia	Bacteremia
Streptococcus mitis bacteremia	R78.81	Bacteremia	Bacteremia
stress incontinence	N39.3	Stress incontinence (female) (male)	Stress incontinence (female) (male)
stricture of the trachea	J39.8	Other specified diseases of upper respiratory tract	Other specified diseases of upper respiratory tract