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
pulmonary embolism as the patient already had left leg	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary embolism complication	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary embolism in right lower lobe	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary embolism in the segmental arteries	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary embolism involving right upper lobe	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary embolism, sepsis	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary embolism, hypercoagulable	Z86.711	Personal history of pulmonary embolism	Personal history of pulmonary embolism
Pulmonary Embolism, tachycardia	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary embolisms	I74.9	Embolism and thrombosis of unspecified artery	Embolism and thrombosis of unspecified artery
pulmonary embolus, pulmonary	I26.99	Other pulmonary embolism without acute cor pulmonale	Other pulmonary embolism without acute cor pulmonale
pulmonary evaluatin for SOB	R06.02	Shortness of breath	Shortness of breath
pulmonary fibrosis	J84.10	Pulmonary fibrosis, unspecified	Pulmonary fibrosis, unspecified
pulmonary hypoventilation	R06.89	Other abnormalities of breathing	Other abnormalities of breathing
Pulmonary is consulted regarding a pleural effusion	J90	Pleural effusion, not elsewhere classified	Pleural effusion, not elsewhere classified
pulmonary mass,on pericardial	R22.2	Localized swelling, mass and lump, trunk	Localized swelling, mass and lump, trunk
pulmonary nodule in the anterior right lower lobe	R91.1	Solitary pulmonary nodule	Solitary pulmonary nodule
pulmonary nodule right lung	R91.1	Solitary pulmonary nodule	Solitary pulmonary nodule
Pulmonary nodule rigt lower lobe	R91.1	Solitary pulmonary nodule	Solitary pulmonary nodule
pulmonary nodules	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
pulmonary nodules throughout the lung bases bilaterally	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
pulmonary parenchymal hemorrhage	R04.89	Hemorrhage from other sites in respiratory passages	Hemorrhage from other sites in respiratory passages
Pulmonary sarcoidosis	D86.0	Sarcoidosis of lung	Sarcoidosis of lung
pulmonary to be tested for asthma	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
pulseless electrical activity	I46.9	Cardiac arrest, cause unspecified	Cardiac arrest, cause unspecified
puncture wound	S61.230A	Pnctr w/o fb of r idx fngr w/o damage to nail, init	Puncture wound without foreign body of right index finger without damage to nail, initial encounter
puncture wound	S61.239A	Pnctr w/o fb of unsp finger w/o damage to nail, init	Puncture wound without foreign body of unspecified finger without damage to nail, initial encounter
puncture wound	S61.439A	Puncture wound w/o foreign body of unsp hand, init encntr	Puncture wound without foreign body of unspecified hand, initial encounter
puncture wound	S91.133A	Pnctr w/o fb of unsp great toe w/o damage to nail, init	Puncture wound without foreign body of unspecified great toe without damage to nail, initial encounter
puncture wound	S91.339A	Puncture wound without foreign body, unsp foot, init encntr	Puncture wound without foreign body, unspecified foot, initial encounter
Puncture Wound L hand and forearm	S51.839A	Puncture wound w/o foreign body of unsp forearm, init encntr	Puncture wound without foreign body of unspecified forearm, initial encounter
puncture wound left lower leg	S81.832A	Puncture wound w/o foreign body, left lower leg, init encntr	Puncture wound without foreign body, left lower leg, initial encounter
puncture wound right thigh	S71.131A	Puncture wound w/o foreign body, right thigh, init encntr	Puncture wound without foreign body, right thigh, initial encounter
purpura on body	D69.2	Other nonthrombocytopenic purpura	Other nonthrombocytopenic purpura
PVD w/ gangrene	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
pyelonephritis #4 UTI	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
pyelonephritis as a potential cause of his current illness	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
pyelonephritis as a potential cause of his infection	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
pyelonephritis w/o hydronephrosis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
Pyelonephritis with E.Coli	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
pyelonephritis with sepsis, E. coli	N16	Renal tubulo-interstitial disord in diseases classd elswhr	Renal tubulo-interstitial disorders in diseases classified elsewhere
Pyelonephritis, FLu B	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
pyelonephritis, pancreatitis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
Pyelonephritis, ureteral	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
pyelonephritis, which could potentially radiate to the thoracic spine	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
pyoderma gangrenosum	L88	Pyoderma gangrenosum	Pyoderma gangrenosum
pyonephritis	N12	Tubulo-interstitial nephritis, not spcf as acute or chronic	Tubulo-interstitial nephritis, not specified as acute or chronic
Pyuria	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
R knee DJD	M17.11	Unilateral primary osteoarthritis, right knee	Unilateral primary osteoarthritis, right knee
R sided chest wall injury	S09.301D	Unsp injury of right middle and inner ear, subs encntr	Unspecified injury of right middle and inner ear, subsequent encounter
R sided CVA	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
R sided hydronephrosis	N13.30	Unspecified hydronephrosis	Unspecified hydronephrosis
R sided pneumonia	Z87.01	Personal history of pneumonia (recurrent)	Personal history of pneumonia (recurrent)
radial nerve palsy	G83.9	Paralytic syndrome, unspecified	Paralytic syndrome, unspecified
RADICULOPATHY	M50.10	Cervical disc disorder w radiculopathy, unsp cervical region	Cervical disc disorder with radiculopathy, unspecified cervical region
radiculopathy	M50.123	Cervical disc disorder at C6-C7 level with radiculopathy	Cervical disc disorder at C6-C7 level with radiculopathy
Radiculopathy #4 Left Shoulder	M54.10	Radiculopathy, site unspecified	Radiculopathy, site unspecified
radiculopathy with spondylolisthesis	M54.10	Radiculopathy, site unspecified	Radiculopathy, site unspecified
radiculopathy, cervical	M54.10	Radiculopathy, site unspecified	Radiculopathy, site unspecified
rapid heart beat	R00.0	Tachycardia, unspecified	Tachycardia, unspecified
rash as well as itching	L29.9	Pruritus, unspecified	Pruritus, unspecified
Rash doesn't appear to be infectious	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash due to allergic reaction	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash in the left forearm	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash is most consistent with healing herpetic	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash mouth	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash on genitalia	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash on penis	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash on r arm	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
Rash on right neck	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash on the left chest and back	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash on the left upper back	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
Rash on toes	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash present on her right thigh	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash to chest	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash to her upper extremities	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash to R frontal	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash which was present on the upper extremities	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rash, some generalized	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
Rash: allergic	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
rashes on his legs	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
Raynauds disease	I73.00	Raynaud's syndrome without gangrene	Raynaud's syndrome without gangrene
Reactive airway disease, RSV	J45.909	Unspecified asthma, uncomplicated	Unspecified asthma, uncomplicated
rectal abscess	K61.1	Rectal abscess	Rectal abscess
rectal bleeding from hemorrhoids	K62.5	Hemorrhage of anus and rectum	Hemorrhage of anus and rectum
rectal bleeding who turned out to have cancer	K62.5	Hemorrhage of anus and rectum	Hemorrhage of anus and rectum
Rectal bleeding, unspecified	K62.5	Hemorrhage of anus and rectum	Hemorrhage of anus and rectum
rectal carcinoma	C20	Malignant neoplasm of rectum	Malignant neoplasm of rectum
rectal vibrator foreign body	T18.5XXA	Foreign body in anus and rectum, initial encounter	Foreign body in anus and rectum, initial encounter
Rectosigmoid diverticulosis	K57.90	Dvrtclos of intest, part unsp, w/o perf or abscess w/o bleed	Diverticulosis of intestine, part unspecified, without perforation or abscess without bleeding
rectum revealed one small hemorrhoid	K64.9	Unspecified hemorrhoids	Unspecified hemorrhoids
recurrent admission to hospital related to gastroparesis	K31.84	Gastroparesis	Gastroparesis
recurrent afib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
Recurrent ascitis	R18.8	Other ascites	Other ascites
recurrent aspiration pneumonia	Z87.01	Personal history of pneumonia (recurrent)	Personal history of pneumonia (recurrent)
recurrent attacks of pneumonitis	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
recurrent bouts of diverticulitis	K57.92	Dvtrcli of intest, part unsp, w/o perf or abscess w/o bleed	Diverticulitis of intestine, part unspecified, without perforation or abscess without bleeding
Recurrent bunion left foot	M20.12	Hallux valgus (acquired), left foot	Hallux valgus (acquired), left foot
recurrent cardiopulmonary arrest	I46.9	Cardiac arrest, cause unspecified	Cardiac arrest, cause unspecified
Recurrent Cellulitis of bilateral lower extremities	L03.116	Cellulitis of left lower limb	Cellulitis of left lower limb
recurrent cellulitis of her legs	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb