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
multiple medical problems including COPD	J44.9	Chronic obstructive pulmonary disease, unspecified	Chronic obstructive pulmonary disease, unspecified
multiple medical problems such as hypertension	I10	Essential (primary) hypertension	Essential (primary) hypertension
multiple myeloma	C90.00	Multiple myeloma not having achieved remission	Multiple myeloma not having achieved remission
Multiple myeloma left tibia	C90.00	Multiple myeloma not having achieved remission	Multiple myeloma not having achieved remission
multiple myeloma, atrial	C90.00	Multiple myeloma not having achieved remission	Multiple myeloma not having achieved remission
multiple other electrolyte imbalance	E87.8	Oth disorders of electrolyte and fluid balance, NEC	Other disorders of electrolyte and fluid balance, not elsewhere classified
multiple pressure ulcers of right scapula	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
multiple problems including right foot infection	L08.9	Local infection of the skin and subcutaneous tissue, unsp	Local infection of the skin and subcutaneous tissue, unspecified
multiple pulmonary emboli	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
multiple pulmonary nodules which were noted in the lung	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
multiple rib fractures -- chronic	S22.41XA	Multiple fractures of ribs, right side, init for clos fx	Multiple fractures of ribs, right side, initial encounter for closed fracture
multiple rib fractures, pneumothorax	S22.41XA	Multiple fractures of ribs, right side, init for clos fx	Multiple fractures of ribs, right side, initial encounter for closed fracture
multiple road rash	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
multiple sacral decubitus ulcers	L89.159	Pressure ulcer of sacral region, unspecified stage	Pressure ulcer of sacral region, unspecified stage
multiple sclerosis as the patient also having the right leg	G35	Multiple sclerosis	Multiple sclerosis
multiple seizure	R56.9	Unspecified convulsions	Unspecified convulsions
Multiple syncope	R55	Syncope and collapse	Syncope and collapse
Multiple thyroid nodules	E04.1	Nontoxic single thyroid nodule	Nontoxic single thyroid nodule
multiple times for urinary retention	R33.9	Retention of urine, unspecified	Retention of urine, unspecified
multiple toe amputations on both feet	Z89.422	Acquired absence of other left toe(s)	Acquired absence of other left toe(s)
multiple urinary tract infections	Z87.440	Personal history of urinary (tract) infections	Personal history of urinary (tract) infections
multiple wound	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
multiple wounds in the right lower extremity	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
mumps	B26.9	Mumps without complication	Mumps without complication
muscle fatigue	M62.89	Other specified disorders of muscle	Other specified disorders of muscle
muscle spasm in the back	M62.830	Muscle spasm of back	Muscle spasm of back
muscle weakness in the legs	M62.81	Muscle weakness (generalized)	Muscle weakness (generalized)
muscular edema	R60.9	Edema, unspecified	Edema, unspecified
muscular skeletal chest pain	R07.9	Chest pain, unspecified	Chest pain, unspecified
muscular tension headache	G44.209	Tension-type headache, unspecified, not intractable	Tension-type headache, unspecified, not intractable
musculoskeletal chest pain	R07.89	Other chest pain	Other chest pain
myasthenia gravis, paraplegia	G70.00	Myasthenia gravis without (acute) exacerbation	Myasthenia gravis without (acute) exacerbation
Mycobacterium avium complex infection, on empirical therapy	A31.2	Dissem mycobacterium avium-intracellulare complex (DMAC)	Disseminated mycobacterium avium-intracellulare complex (DMAC)
myelopathy on neurological	G95.9	Disease of spinal cord, unspecified	Disease of spinal cord, unspecified
myocardial bridge	Q24.5	Malformation of coronary vessels	Malformation of coronary vessels
myocardial infarction, ischemic heart disease.	I25.2	Old myocardial infarction	Old myocardial infarction
Myocardial infarction- Chest pain	R07.9	Chest pain, unspecified	Chest pain, unspecified
myoclonus from a neurological	G25.3	Myoclonus	Myoclonus
n/v and decreased oral	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V once, tinnitis L ear	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
n/v today and she is tolerating oral	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V with fever	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V with hyponatremia	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V, abdominal	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V, chills.	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V, dysphagia	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V, hypothyroidism	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V. Moderate	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V. CT head	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V. Left knee	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V. Pt has sensation foot/toes	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V. Pt states foot	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V. Still with constipation	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
N/V/D. Blood pressure is stable	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nail had avulsed	S38.3XXA	Transection (partial) of abdomen, initial encounter	Transection (partial) of abdomen, initial encounter
nasal congestion- covid	U07.1	COVID-19	COVID-19
nausea - moderate	R11.0	Nausea	Nausea
nausea abdominal pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Nausea and vomiting - Disease caused by severe acute respiratory syndrome coronavirus	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
Nausea and vomiting controlled	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea and vomiting have been persistent	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
Nausea and vomiting subsided and the patient was cleared for oral	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea and vomiting unable to keep food	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea and vomiting, constipation	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
Nausea and vomiting, likely secondary to cholelithiasis	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea became severe	R11.0	Nausea	Nausea
Nausea dn vomiting	R11.10	Vomiting, unspecified	Vomiting, unspecified
nausea due to pain	R11.0	Nausea	Nausea
nausea from chemotherapy	R11.0	Nausea	Nausea
Nausea is better today, tolerating oral	R11.0	Nausea	Nausea
nausea plus vomiting	R11.10	Vomiting, unspecified	Vomiting, unspecified
nausea under control and take her gallbladder	R11.0	Nausea	Nausea
nausea vomiting	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea vomiting body	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea vomiting diarrhea	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea vomiting with some diarrhea	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea vomiting: will continue symptomatic	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea which is controlled	R11.0	Nausea	Nausea
Nausea wiht vomiting	R11.10	Vomiting, unspecified	Vomiting, unspecified
nausea with diarrhea	R11.0	Nausea	Nausea
nausea with vomiting - from the gastritis	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea with vomiting which has been intermittent	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
nausea, gastritis	R11.0	Nausea	Nausea
nausea, headache.	R11.0	Nausea	Nausea
nausea, diarrhea 2 days ago (has	R11.0	Nausea	Nausea
nausea, some chills.	R11.0	Nausea	Nausea
Nausea.vomiting	R11.10	Vomiting, unspecified	Vomiting, unspecified
nauseous 4 antiemetics have beebn given ivfs have colitis	R11.0	Nausea	Nausea
near syncope, diabetic	R55	Syncope and collapse	Syncope and collapse
near syncope, fever	R55	Syncope and collapse	Syncope and collapse
NECK PAIN BEHIND RIGHT CLAVICLE	M54.2	Cervicalgia	Cervicalgia
neck pain offered steroids	M54.2	Cervicalgia	Cervicalgia
neck showed mild intracranial atherosclerosis	I67.2	Cerebral atherosclerosis	Cerebral atherosclerosis
necrotic diabetic	E11.9	Type 2 diabetes mellitus without complications	Type 2 diabetes mellitus without complications
necrotizing fasciitis as well as skin	M72.6	Necrotizing fasciitis	Necrotizing fasciitis
necrotizing fasciitis involving the thigh	M72.6	Necrotizing fasciitis	Necrotizing fasciitis
necrotizing fascitis of neck	M72.6	Necrotizing fasciitis	Necrotizing fasciitis
necrotizing pancreatitis	K85.91	Acute pancreatitis with uninfected necrosis, unspecified	Acute pancreatitis with uninfected necrosis, unspecified
necrotizing Pneumonia	Z87.01	Personal history of pneumonia (recurrent)	Personal history of pneumonia (recurrent)
Neisseria gonorrhoeae PCR test came back	A54.9	Gonococcal infection, unspecified	Gonococcal infection, unspecified