Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
excessive nausea and vomiting	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
excessive scar	L90.5	Scar conditions and fibrosis of skin	Scar conditions and fibrosis of skin
Exophthalmos	H05.20	Unspecified exophthalmos	Unspecified exophthalmos
exposure to STD contributing to the worsening of diagnosis vaginitis	Z20.2	Contact w and exposure to infect w a sexl mode of transmiss	Contact with and (suspected) exposure to infections with a predominantly sexual mode of transmission
expressive aphasia from the stroke	R47.01	Aphasia	Aphasia
extended-spectrum beta-lactamase sepsis	A41.51	Sepsis due to Escherichia coli [E. coli]	Sepsis due to Escherichia coli [E. coli]
external constriction	S60.442A	External constriction of right middle finger, init encntr	External constriction of right middle finger, initial encounter
external constriction of the scrotum	S30.843A	External constriction of scrotum and testes, init encntr	External constriction of scrotum and testes, initial encounter
EXTERNAL SMALL HEMORRHOIDS	K64.4	Residual hemorrhoidal skin tags	Residual hemorrhoidal skin tags
extra rib	Q76.6	Other congenital malformations of ribs	Other congenital malformations of ribs
extremity arteriovenous fistula	I77.0	Arteriovenous fistula, acquired	Arteriovenous fistula, acquired
extremity peripheral vascular disease	I73.9	Peripheral vascular disease, unspecified	Peripheral vascular disease, unspecified
Eye Contusion	S05.90XA	Unspecified injury of unspecified eye and orbit, init encntr	Unspecified injury of unspecified eye and orbit, initial encounter
eye ptosis	H02.409	Unspecified ptosis of unspecified eyelid	Unspecified ptosis of unspecified eyelid
eye rash	R21	Rash and other nonspecific skin eruption	Rash and other nonspecific skin eruption
eyelid stye	H00.019	Hordeolum externum unspecified eye, unspecified eyelid	Hordeolum externum unspecified eye, unspecified eyelid
face was flushed	R23.2	Flushing	Flushing
face and the head tic	F95.8	Other tic disorders	Other tic disorders
facet dz lumbar spondylolisthesis	Q76.2	Congenital spondylolisthesis	Congenital spondylolisthesis
facial droop arm	R29.810	Facial weakness	Facial weakness
Factor II deficiency -ran out of warfarin	D68.2	Hereditary deficiency of other clotting factors	Hereditary deficiency of other clotting factors
failure (on home O2	Z99.81	Dependence on supplemental oxygen	Dependence on supplemental oxygen
fainted striking her chin resulting in a lower	R55	Syncope and collapse	Syncope and collapse
fainting	R55	Syncope and collapse	Syncope and collapse
fall and she landed on her right hip	Z91.81	History of falling	History of falling
fall	Z91.81	History of falling	History of falling
fall - moderate	Z91.81	History of falling	History of falling
fall a few days ago, was admitted for bilateral sacral	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall a lot", doesn't pick up her feet	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall and head	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall and she landed on her right hip	Z91.81	History of falling	History of falling
fall and twisted her left ankle	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
Fall at home leads to laceration	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall due to multiple	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall leads to right femoral neck	Z91.81	History of falling	History of falling
fall onto the right shoulder	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall to right side of face	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall with acute	Z91.81	History of falling	History of falling
fall with pain in left hip	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
Fall with subarachnoid hemorrhage	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall, pain	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
fall, right hip	W19.XXXA	Unspecified fall, initial encounter	Unspecified fall, initial encounter
falling while drunk	F07.81	Postconcussional syndrome	Postconcussional syndrome
false labor	O47.00	False labor before 37 completed weeks of gest, unsp tri	False labor before 37 completed weeks of gestation, unspecified trimester
FALSE PASSAGE	N36.5	Urethral false passage	Urethral false passage
fascitis, sepsis	M72.9	Fibroblastic disorder, unspecified	Fibroblastic disorder, unspecified
fatty infiltration of visualized liver	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
fatty infiltration throughout the liver	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
fatty liver disease due to alcohol abuse	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
Fatty liver dz due to etoh	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
Fatty liver syndrome	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
FATTY LIVER, ARTHRITIS	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
fatty liver, kidney	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
Fatty mildly enlarged liver	R16.0	Hepatomegaly, not elsewhere classified	Hepatomegaly, not elsewhere classified
fe def anemia	D50.9	Iron deficiency anemia, unspecified	Iron deficiency anemia, unspecified
fecal impaction	K56.41	Fecal impaction	Fecal impaction
fecal impaction has been controlled	K56.41	Fecal impaction	Fecal impaction
Feet swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
feet were swollen	M79.89	Other specified soft tissue disorders	Other specified soft tissue disorders
femoral DVT	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
femoral and popliteal DVT	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
femoral neck fx after fall	Z91.81	History of falling	History of falling
femoral or popliteal vein DVT	I82.439	Acute embolism and thrombosis of unspecified popliteal vein	Acute embolism and thrombosis of unspecified popliteal vein
Fever Patient with sepsis	R50.9	Fever, unspecified	Fever, unspecified
fever #2 diarrhea	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
fever (strep	R50.9	Fever, unspecified	Fever, unspecified
FEVER 101.3 - persisting to 100 - fever	R50.9	Fever, unspecified	Fever, unspecified
fever 102F, abnormal UA	R50.9	Fever, unspecified	Fever, unspecified
fever abdominal	R50.9	Fever, unspecified	Fever, unspecified
fever and body	R50.9	Fever, unspecified	Fever, unspecified
fever comes back	R50.9	Fever, unspecified	Fever, unspecified
Fever due to cellulitis	R50.9	Fever, unspecified	Fever, unspecified
Fever due to urinary tract infection	R50.9	Fever, unspecified	Fever, unspecified
fever from tumors	R50.9	Fever, unspecified	Fever, unspecified
Fever infection	B99.9	Unspecified infectious disease	Unspecified infectious disease
fever may be related to the postoperative	R50.82	Postprocedural fever	Postprocedural fever
fever nausea	R11.0	Nausea	Nausea
Fever resolved after the patient was started on steroids	R50.9	Fever, unspecified	Fever, unspecified
fever since 4 days, History of Present Illness:	R50.9	Fever, unspecified	Fever, unspecified
fever still hypotension	I95.9	Hypotension, unspecified	Hypotension, unspecified
fever tachycardia	R00.0	Tachycardia, unspecified	Tachycardia, unspecified
fever this AM, d dimer elevation maybe 2/2 infection	B99.9	Unspecified infectious disease	Unspecified infectious disease
fever until yesterday when he started having fever	R50.9	Fever, unspecified	Fever, unspecified
fever, pain	R50.9	Fever, unspecified	Fever, unspecified
fever, chills.	R50.9	Fever, unspecified	Fever, unspecified
fever, dyspnea.	R50.9	Fever, unspecified	Fever, unspecified
fever, increase dc from wound	R50.9	Fever, unspecified	Fever, unspecified
FEVER, likely viral	R50.9	Fever, unspecified	Fever, unspecified
fever, noted to have the pyelonephritis	R50.9	Fever, unspecified	Fever, unspecified
fever, Otitis media billaterall	R50.9	Fever, unspecified	Fever, unspecified
fever, pharyngitis	R50.9	Fever, unspecified	Fever, unspecified
fever, pt stable	R50.9	Fever, unspecified	Fever, unspecified
fever, vital stable	R50.9	Fever, unspecified	Fever, unspecified
fever, vitals stable	R50.9	Fever, unspecified	Fever, unspecified
fever,otitis	R50.9	Fever, unspecified	Fever, unspecified
fever.Pt has less diarrhea	R50.9	Fever, unspecified	Fever, unspecified
fibroid right uterine	D25.9	Leiomyoma of uterus, unspecified	Leiomyoma of uterus, unspecified
fibromyalgia BIB EMS from home for fever	M79.7	Fibromyalgia	Fibromyalgia
Fibromyalgia on chronic	M79.7	Fibromyalgia	Fibromyalgia
fibromyalgia seen in ED for asthma	M79.7	Fibromyalgia	Fibromyalgia

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.