Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
DVT on the left lower extremity	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
DVT on the right leg	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
DVT on venous	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
DVT R leg	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
DVT right arm	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
DVT to left lower extremity	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
DVT vascular	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
DVT was on warfarin	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
DVT, left lower extremity	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
DVT, leg	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
DVT, right shoulder	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
DVT: SCD, currently on warfarin	I82.409	Acute embolism and thombos unsp deep vn unsp lower extremity	Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity
dysautonomia	G90.1	Familial dysautonomia [Riley-Day]	Familial dysautonomia [Riley-Day]
dyskinesia leads to the acidosis	G24.9	Dystonia, unspecified	Dystonia, unspecified
dyslipidemia back	E78.5	Hyperlipidemia, unspecified	Hyperlipidemia, unspecified
dyslipidemia was admitted for left knee	E78.5	Hyperlipidemia, unspecified	Hyperlipidemia, unspecified
dyslipidemia, CVA.	E78.5	Hyperlipidemia, unspecified	Hyperlipidemia, unspecified
dyslipidemia, pacemaker secondary to bradycardia	E78.5	Hyperlipidemia, unspecified	Hyperlipidemia, unspecified
Dysphagia due to the encephalopathy	R13.10	Dysphagia, unspecified	Dysphagia, unspecified
Dysphagia Ground glass nodular density	J98.4	Other disorders of lung	Other disorders of lung
dysphagia where food	R13.10	Dysphagia, unspecified	Dysphagia, unspecified
dysphagia, atrial	R13.10	Dysphagia, unspecified	Dysphagia, unspecified
DYSPHAGIA, MUSCLE	R13.10	Dysphagia, unspecified	Dysphagia, unspecified
dysphonia	R49.0	Dysphonia	Dysphonia
Dysphonia, moderate to severe	R49.0	Dysphonia	Dysphonia
dyspnea #3 obesity	E66.9	Obesity, unspecified	Obesity, unspecified
Dyspnea secondary to congestive heart failure	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
Dyspnea w/o hypoxia	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
dyspnea, chest	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
dyspnea, increased sputum	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
dyspnea, tachycardia.	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
DYSTROPHY RIGHT ARM	R63.8	Other symptoms and signs concerning food and fluid intake	Other symptoms and signs concerning food and fluid intake
dysuria along with hematuria	R30.0	Dysuria	Dysuria
dysuria, 1+ LE	R30.0	Dysuria	Dysuria
dysuria, hypokalemia	R30.0	Dysuria	Dysuria
dysuria, pain	R30.0	Dysuria	Dysuria
dysuria, still has fever.	R30.0	Dysuria	Dysuria
E. coli as well as Klebsiella	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E. coli bacteremia as well as urinary tract infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
E. coli colonizing in that necrotic	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E. coli urinary tract	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
E. Coli with Proteus	B96.20	Unsp Escherichia coli as the cause of diseases classd elswhr	Unspecified Escherichia coli [E. coli] as the cause of diseases classified elsewhere
Ear Ache	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
ear cancer	C44.201	Unsp malig neoplasm skin/ unsp ear and external auric canal	Unspecified malignant neoplasm of skin of unspecified ear and external auricular canal
Ear injury	S09.91XA	Unspecified injury of ear, initial encounter	Unspecified injury of ear, initial encounter
ear pain ] mild	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
ear pain radiating to the L lateral forehead	H92.09	Otalgia, unspecified ear	Otalgia, unspecified ear
ear problem - exam consistent with serous	H93.90	Unspecified disorder of ear, unspecified ear	Unspecified disorder of ear, unspecified ear
earache in her right ear	H92.01	Otalgia, right ear	Otalgia, right ear
ecchymosis in all toes	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
ecchymosis of thenar	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
ecchymosis with erythema	R58	Hemorrhage, not elsewhere classified	Hemorrhage, not elsewhere classified
ecstasy	F16.90	Hallucinogen use, unspecified, uncomplicated	Hallucinogen use, unspecified, uncomplicated
ectopic kidney pyelonephritis	Q63.2	Ectopic kidney	Ectopic kidney
eczema located on inner left arm	L30.9	Dermatitis, unspecified	Dermatitis, unspecified
eczema, hives	L30.9	Dermatitis, unspecified	Dermatitis, unspecified
edema	R60.9	Edema, unspecified	Edema, unspecified
edema	S14.0XXA	Concussion and edema of cervical spinal cord, init encntr	Concussion and edema of cervical spinal cord, initial encounter
edema - starting HD	R60.9	Edema, unspecified	Edema, unspecified
edema adn erythroderma	L53.9	Erythematous condition, unspecified	Erythematous condition, unspecified
edema around the stroke	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
Edema extends into the root of the mesentery	R60.9	Edema, unspecified	Edema, unspecified
edema in the legs	R60.0	Localized edema	Localized edema
edema in the plantar	R60.9	Edema, unspecified	Edema, unspecified
edema in the anterior	R60.9	Edema, unspecified	Edema, unspecified
edema in the middle cuneiform bone	R60.9	Edema, unspecified	Edema, unspecified
edema in the posterior	R60.9	Edema, unspecified	Edema, unspecified
Edema in the right cerebral hemisphere	R60.9	Edema, unspecified	Edema, unspecified
edema in the right lower leg	R60.0	Localized edema	Localized edema
edema indicative of an enterocolitis	R60.9	Edema, unspecified	Edema, unspecified
edema is normally resolved post dialysis	R60.9	Edema, unspecified	Edema, unspecified
Edema is present within the small bowel	R60.9	Edema, unspecified	Edema, unspecified
edema is seen within the right orbit	H05.221	Edema of right orbit	Edema of right orbit
edema LUE - brachiocephalic vein	R60.9	Edema, unspecified	Edema, unspecified
edema noted, can be associated with congestive heart failure	R60.9	Edema, unspecified	Edema, unspecified
edema of the medial tibial plateau	R60.9	Edema, unspecified	Edema, unspecified
edema of bil LE	R60.9	Edema, unspecified	Edema, unspecified
edema of both lower extremities	R60.0	Localized edema	Localized edema
edema of her lower extremities	R60.0	Localized edema	Localized edema
edema of lower ext	R60.0	Localized edema	Localized edema
edema of the gallbladder	R60.9	Edema, unspecified	Edema, unspecified
edema of the skin	R60.9	Edema, unspecified	Edema, unspecified
edema of the small bowel	R60.9	Edema, unspecified	Edema, unspecified
edema pattern of pulmonary	R60.9	Edema, unspecified	Edema, unspecified
edema right lower extremity	R60.9	Edema, unspecified	Edema, unspecified
edema to the right side of nose	R60.9	Edema, unspecified	Edema, unspecified
Edema transverse colon	R60.9	Edema, unspecified	Edema, unspecified
edema with healed	R60.9	Edema, unspecified	Edema, unspecified
edema, atypical infection all	R60.9	Edema, unspecified	Edema, unspecified
edema, cellulitis	R60.9	Edema, unspecified	Edema, unspecified
edema, stable	R60.9	Edema, unspecified	Edema, unspecified
Edematous appearance of the partially visualized distal esophagus	R60.9	Edema, unspecified	Edema, unspecified
effusion, pleural	J91.8	Pleural effusion in other conditions classified elsewhere	Pleural effusion in other conditions classified elsewhere
elbow and shoulder pain	M25.519	Pain in unspecified shoulder	Pain in unspecified shoulder
electrolyte imbalance as well as multiple	E87.8	Oth disorders of electrolyte and fluid balance, NEC	Other disorders of electrolyte and fluid balance, not elsewhere classified
electrolyte imbalance, anemia	E87.8	Oth disorders of electrolyte and fluid balance, NEC	Other disorders of electrolyte and fluid balance, not elsewhere classified
electrolyte imbalance, alcohol intoxication	E87.8	Oth disorders of electrolyte and fluid balance, NEC	Other disorders of electrolyte and fluid balance, not elsewhere classified
elevated Sed rate, had xray of foot	R70.0	Elevated erythrocyte sedimentation rate	Elevated erythrocyte sedimentation rate
Elevated blood pressure likely due to pain	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension
elevated blood pressure	R03.0	Elevated blood-pressure reading, w/o diagnosis of htn	Elevated blood-pressure reading, without diagnosis of hypertension

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.