Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Acute anemia: Secondary to bleeding	D64.9	Anemia, unspecified	Anemia, unspecified
acute anemic	D64.9	Anemia, unspecified	Anemia, unspecified
Acute angioedema secondary to allergic reaction	T78.3XXA	Angioneurotic edema, initial encounter	Angioneurotic edema, initial encounter
Acute Anosmia	R43.0	Anosmia	Anosmia
acute anterior ST segment elevation myocardial infarction	I21.09	STEMI involving oth coronary artery of anterior wall	ST elevation (STEMI) myocardial infarction involving other coronary artery of anterior wall
acute aortic stenosis	I35.0	Nonrheumatic aortic (valve) stenosis	Nonrheumatic aortic (valve) stenosis
Acute appearing compression fracture of the superior endplate of L1	S32.019A	Unsp fracture of first lumbar vertebra, init for clos fx	Unspecified fracture of first lumbar vertebra, initial encounter for closed fracture
Acute Appendicitis with perforation	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
Acute appendicitis in a retrocecal appendix	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
acute appendicitis w/o perforation	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
Acute appendicitis with a small contained perforation	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
acute appendicitis, I was therefore consulted for surgical evaluation.	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
Acute appendicitis, incisional hernia	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
Acute asthma exacerbation	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
Acute asthma exacerbation with acute bronchitis	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
acute atrial flutter	I48.92	Unspecified atrial flutter	Unspecified atrial flutter
Acute autoimmune hepatitic cirrhosis	K74.60	Unspecified cirrhosis of liver	Unspecified cirrhosis of liver
Acute bacterial bronchitis	J20.9	Acute bronchitis, unspecified	Acute bronchitis, unspecified
acute bacterial meningitis	G00.9	Bacterial meningitis, unspecified	Bacterial meningitis, unspecified
acute blood as etiology of pericardial effusion	I30.9	Acute pericarditis, unspecified	Acute pericarditis, unspecified
Acute Blood Loss Anemia -Due to GIB	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
Acute blood loss anemia secondary to the rectal bleeding	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
acute blood loss anemia with iron deficiency	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
ACUTE BLOODY DIARRHEA	R19.7	Diarrhea, unspecified	Diarrhea, unspecified
Acute bowel perforation, colon	K63.1	Perforation of intestine (nontraumatic)	Perforation of intestine (nontraumatic)
Acute bronchitis caused by the rhinovirus	J20.9	Acute bronchitis, unspecified	Acute bronchitis, unspecified
acute bronchitis withn hypoxia	J20.9	Acute bronchitis, unspecified	Acute bronchitis, unspecified
Acute bronchitis, likely combination of the infection	J20.9	Acute bronchitis, unspecified	Acute bronchitis, unspecified
Acute bronchospasm	J98.01	Acute bronchospasm	Acute bronchospasm
acute cardiac arrest	Z86.74	Personal history of sudden cardiac arrest	Personal history of sudden cardiac arrest
acute cardiogenic shock	R57.0	Cardiogenic shock	Cardiogenic shock
Acute cervicitis	N72	Inflammatory disease of cervix uteri	Inflammatory disease of cervix uteri
acute chest pain	R07.9	Chest pain, unspecified	Chest pain, unspecified
acute chest tightness	R07.89	Other chest pain	Other chest pain
acute CHF systolic dysfunction	I50.21	Acute systolic (congestive) heart failure	Acute systolic (congestive) heart failure
acute chole v choledocholithiasis	K80.50	Calculus of bile duct w/o cholangitis or cholecyst w/o obst	Calculus of bile duct without cholangitis or cholecystitis without obstruction
acute cholecystitis due to cholelithiasis	K81.0	Acute cholecystitis	Acute cholecystitis
ACUTE CHOLECYSTITIS W PANCREATITIS	K81.0	Acute cholecystitis	Acute cholecystitis
Acute cholecystitis with cholelithiasis	K81.0	Acute cholecystitis	Acute cholecystitis
Acute cholecystitis, choledocholithiasis.	K81.0	Acute cholecystitis	Acute cholecystitis
Acute cholelithiasis	K80.20	Calculus of gallbladder w/o cholecystitis w/o obstruction	Calculus of gallbladder without cholecystitis without obstruction
acute CKD	N18.9	Chronic kidney disease, unspecified	Chronic kidney disease, unspecified
acute closure angle glaucoma	H40.219	Acute angle-closure glaucoma, unspecified eye	Acute angle-closure glaucoma, unspecified eye
Acute colitis, likely infectious	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
Acute Colitis: Likely infectious	K52.9	Noninfective gastroenteritis and colitis, unspecified	Noninfective gastroenteritis and colitis, unspecified
Acute combined congestive heart failure with diastolic	I50.31	Acute diastolic (congestive) heart failure	Acute diastolic (congestive) heart failure
Acute compression fracture of the superior endplate of L1	S32.019A	Unsp fracture of first lumbar vertebra, init for clos fx	Unspecified fracture of first lumbar vertebra, initial encounter for closed fracture
acute compression fracture T8	M48.54XA	Collapsed vertebra, NEC, thoracic region, init	Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture
acute confusion as well as visual	F05	Delirium due to known physiological condition	Delirium due to known physiological condition
Acute coronavirus	U07.1	COVID-19	COVID-19
Acute Cortical Myoclonus	G25.3	Myoclonus	Myoclonus
Acute CVA left middle cerebral artery	I63.9	Cerebral infarction, unspecified	Cerebral infarction, unspecified
acute cystic duct obstruction	K82.0	Obstruction of gallbladder	Obstruction of gallbladder
Acute deep venous thrombosis	Z86.718	Personal history of other venous thrombosis and embolism	Personal history of other venous thrombosis and embolism
Acute dehydration secondary to the diarrhea	E86.0	Dehydration	Dehydration
acute dental caries	K02.9	Dental caries, unspecified	Dental caries, unspecified
acute diverticulitis in the descending colon	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
Acute diverticulitis of the distal descending colon	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
Acute diverticulitis of the distal left colon	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
acute dyspnea w/hypoxia	R06.02	Shortness of breath	Shortness of breath
acute elbow pain	M25.529	Pain in unspecified elbow	Pain in unspecified elbow
acute emphysema	J44.0	Chronic obstructive pulmonary disease with (acute) lower respiratory infection	Chronic obstructive pulmonary disease with (acute) lower respiratory infection
acute endometriosis	N80.9	Endometriosis, unspecified	Endometriosis, unspecified
acute epigastric pain secondary to gastritis	R10.13	Epigastric pain	Epigastric pain
Acute exac of COPD	J44.1	Chronic obstructive pulmonary disease w (acute) exacerbation	Chronic obstructive pulmonary disease with (acute) exacerbation
acute exacerbation of systolic congestive heart failure	I50.23	Acute on chronic systolic (congestive) heart failure	Acute on chronic systolic (congestive) heart failure
acute exacerbation of chronic back pain	G89.29	Other chronic pain	Other chronic pain
acute exacerbation of the lupus	M32.9	Systemic lupus erythematosus, unspecified	Systemic lupus erythematosus, unspecified
Acute Exacerbation of Chronic Low Back Pain	M54.5	Low back pain	Low back pain
acute exacerbation of diabetes	E11.9	Type 2 diabetes mellitus without complications	Type 2 diabetes mellitus without complications
acute exacerbation of the lupus	M32.9	Systemic lupus erythematosus, unspecified	Systemic lupus erythematosus, unspecified
acute excerbation of myasthenia gravis	G70.00	Myasthenia gravis without (acute) exacerbation	Myasthenia gravis without (acute) exacerbation
Acute flare of gout	M10.9	Gout, unspecified	Gout, unspecified
acute food allergic reaction	T78.40XA	Allergy, unspecified, initial encounter	Allergy, unspecified, initial encounter
Acute hepatic failure likely due to acidosis	K72.00	Acute and subacute hepatic failure without coma	Acute and subacute hepatic failure without coma
acute hernia	K46.9	Unspecified abdominal hernia without obstruction or gangrene	Unspecified abdominal hernia without obstruction or gangrene
acute hip pain	M25.559	Pain in unspecified hip	Pain in unspecified hip
Acute hypercapneic	R06.89	Other abnormalities of breathing	Other abnormalities of breathing
Acute hypercapneic respiratory failure	J96.02	Acute respiratory failure with hypercapnia	Acute respiratory failure with hypercapnia
Acute hyperglycemia, new onset Diabetes	E11.65	Type 2 diabetes mellitus with hyperglycemia	Type 2 diabetes mellitus with hyperglycemia
Acute Hypochloremia	E87.8	Oth disorders of electrolyte and fluid balance, NEC	Other disorders of electrolyte and fluid balance, not elsewhere classified
acute hypocix resp failure	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
acute hypoglycemia	E16.2	Hypoglycemia, unspecified	Hypoglycemia, unspecified
Acute hyponatremia	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Acute Hyponatremic	E87.1	Hypo-osmolality and hyponatremia	Hypo-osmolality and hyponatremia
Acute hypox resp fail- improving COVID-19 pna	U07.1	COVID-19	COVID-19
Acute hypoxemic respiratory failure following transmetatarsal amputation of his right foot	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxemic respiratory failure, likely secondary to pneumonia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
acute hypoxi c respiratory failure	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute hypoxic respiratory failure likely due to pneumonia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure secondary to pneumonia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure congestive	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure requiring 1.5 liters nasal	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure requiring 2-3 liters nasal	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure Sciatica	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
acute hypoxic respiratory failure secondary to multifocal pneumonia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure secondary to asthma	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure with hypoxemia	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure, due to sepsis	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure, likely due to sepsis	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia

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.