Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
abscess	O91.119	Abscess of breast associated with pregnancy, unsp trimester	Abscess of breast associated with pregnancy, unspecified trimester
abscess at mons pubis	L02.215	Cutaneous abscess of perineum	Cutaneous abscess of perineum
Abscess centered in the left sublingual	K12.2	Cellulitis and abscess of mouth	Cellulitis and abscess of mouth
Abscess culture is growing Pseudomonas	B96.5	Pseudomonas (mallei) causing diseases classd elswhr	Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere
Abscess fascia	M72.8	Other fibroblastic disorders	Other fibroblastic disorders
abscess foot right	L02.611	Cutaneous abscess of right foot	Cutaneous abscess of right foot
abscess in the left side of the sacrum	A18.01	Tuberculosis of spine	Tuberculosis of spine
abscess in the perineal and labial	L02.215	Cutaneous abscess of perineum	Cutaneous abscess of perineum
abscess in the right upper quadrant at the gallbladder	K81.0	Acute cholecystitis	Acute cholecystitis
abscess in tissues of neck	L02.11	Cutaneous abscess of neck	Cutaneous abscess of neck
abscess noted to right gluteal	L02.31	Cutaneous abscess of buttock	Cutaneous abscess of buttock
abscess of right buttock	L02.31	Cutaneous abscess of buttock	Cutaneous abscess of buttock
Abscess of the perineum	L02.215	Cutaneous abscess of perineum	Cutaneous abscess of perineum
abscess on right hip and left buttock	L02.31	Cutaneous abscess of buttock	Cutaneous abscess of buttock
abscess sub 1st mpj right foot	L02.611	Cutaneous abscess of right foot	Cutaneous abscess of right foot
Abscess to left axilla	L02.412	Cutaneous abscess of left axilla	Cutaneous abscess of left axilla
abscess to right axilla	L02.411	Cutaneous abscess of right axilla	Cutaneous abscess of right axilla
abscess under the left axilla	L02.412	Cutaneous abscess of left axilla	Cutaneous abscess of left axilla
Abscess, R buttock	L02.31	Cutaneous abscess of buttock	Cutaneous abscess of buttock
Abscess: [ right groin	L02.214	Cutaneous abscess of groin	Cutaneous abscess of groin
AC joint arthritis	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
AC joint arthrosis	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
Acidosis - metabolic	E87.2	Acidosis	Acidosis
acidosis also had septic shock	R65.21	Severe sepsis with septic shock	Severe sepsis with septic shock
Acidosis, combination of metabolic acidosis	E87.2	Acidosis	Acidosis
acidosis, FEVER]	E87.2	Acidosis	Acidosis
acidosis, renal	E87.2	Acidosis	Acidosis
Acne	L70.9	Acne, unspecified	Acne, unspecified
Acquired absence of teeth [All teeth	K08.109	Complete loss of teeth, unspecified cause, unspecified class	Complete loss of teeth, unspecified cause, unspecified class
acromegaly	E22.0	Acromegaly and pituitary gigantism	Acromegaly and pituitary gigantism
Acromioclavicular joint osteoarthritis	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
ACS -Normotensive to hypertensive	I24.9	Acute ischemic heart disease, unspecified	Acute ischemic heart disease, unspecified
acs in tonight episode [x] Cardiac	I24.9	Acute ischemic heart disease, unspecified	Acute ischemic heart disease, unspecified
ACS, dementia	I24.9	Acute ischemic heart disease, unspecified	Acute ischemic heart disease, unspecified
ACS, hypertension	I24.9	Acute ischemic heart disease, unspecified	Acute ischemic heart disease, unspecified
actinic keratosis	L57.0	Actinic keratosis	Actinic keratosis
actinomycosis	A42.9	Actinomycosis, unspecified	Actinomycosis, unspecified
acute hypoxic and hypercapnic respiratory failure	J96.02	Acute respiratory failure with hypercapnia	Acute respiratory failure with hypercapnia
Acute hypoxic respiratory failure	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute inferior wall myocardial infarction	I21.9	Acute myocardial infarction, unspecified	Acute myocardial infarction, unspecified
acute on chronic appendicitis	K37	Unspecified appendicitis	Unspecified appendicitis
acute on chronic respiratory failure with hypoxia	J96.91	Respiratory failure, unspecified with hypoxia	Respiratory failure, unspecified with hypoxia
acute onset of nausea	R11.0	Nausea	Nausea
acute otitis media	H66.90	Otitis media, unspecified, unspecified ear	Otitis media, unspecified, unspecified ear
Acute postop Blood loss anemia	D50.0	Iron deficiency anemia secondary to blood loss (chronic)	Iron deficiency anemia secondary to blood loss (chronic)
acute respiratory failure	J96.00	Acute respiratory failure, unsp w hypoxia or hypercapnia	Acute respiratory failure, unspecified whether with hypoxia or hypercapnia
Acute _____ pericardial effusion	I30.9	Acute pericarditis, unspecified	Acute pericarditis, unspecified
Acute _____ systolic and diastolic congestive heart failure	I50.41	Acute combined systolic and diastolic (congestive) hrt fail	Acute combined systolic (congestive) and diastolic (congestive) heart failure
acute abdomen secondary to acute	R10.0	Acute abdomen	Acute abdomen
Acute abdomen with diarrhea	R10.0	Acute abdomen	Acute abdomen
acute abdominal pain cholelithiasis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute abdominal pain of one day duration that started after a bowel	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute abdominal pain secondary to the acute pancreatitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute abdominal pain with colitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute abdominal pain, leukocytosis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute abdominal pain, likely secondary to the urinary tract infection	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute abdominal wall contusion	S30.1XXA	Contusion of abdominal wall, initial encounter	Contusion of abdominal wall, initial encounter
Acute acidosis, likely secondary to poor perfusion	E87.2	Acidosis	Acidosis
acute alcohol intoxication #2 seizures	F10.129	Alcohol abuse with intoxication, unspecified	Alcohol abuse with intoxication, unspecified
Acute Alcohol withdrawal symptoms	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
Acute alcohol withdrawal syndrome with encephalopathy	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
Acute alcohol withdrawal with encephalopathy	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
acute alcoholic liver	K70.9	Alcoholic liver disease, unspecified	Alcoholic liver disease, unspecified
Acute allograft nephropathy	N28.9	Disorder of kidney and ureter, unspecified	Disorder of kidney and ureter, unspecified
Acute altered mental status changes secondary to drug overdose	R41.82	Altered mental status, unspecified	Altered mental status, unspecified
Acute anemia of chronic illness	D64.9	Anemia, unspecified	Anemia, unspecified
acute anemia with rectal bleeding	D64.9	Anemia, unspecified	Anemia, unspecified
acute anemia: sec to blood loss	D64.9	Anemia, unspecified	Anemia, unspecified
Acute anterior myocardial infarction	I21.9	Acute myocardial infarction, unspecified	Acute myocardial infarction, unspecified
acute aortic dissection	I71.00	Dissection of unspecified site of aorta	Dissection of unspecified site of aorta
Acute appearing deep venous thrombus	I82.90	Acute embolism and thrombosis of unspecified vein	Acute embolism and thrombosis of unspecified vein
Acute appendicitis Acute pancreatitis	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
acute appendicitis chills	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
Acute appendicitis ruptured	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
acute appendicitis with peritonitis	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
Acute appendicitis with small adjacent abscess	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
Acute Arthritic	M19.90	Unspecified osteoarthritis, unspecified site	Unspecified osteoarthritis, unspecified site
acute asthma exacerbation w/hypoxia	J45.901	Unspecified asthma with (acute) exacerbation	Unspecified asthma with (acute) exacerbation
acute atypical CP	R07.89	Other chest pain	Other chest pain
ACUTE BACTERIAL PERITONITIS	K65.0	Generalized (acute) peritonitis	Generalized (acute) peritonitis
Acute bell's palsy	G51.0	Bell's palsy	Bell's palsy
Acute bilateral subdural hematoma	I62.00	Nontraumatic subdural hemorrhage, unspecified	Nontraumatic subdural hemorrhage, unspecified
acute biliary pancreatitis	K85.10	Biliary acute pancreatitis without necrosis or infection	Biliary acute pancreatitis without necrosis or infection
ACUTE BLOOD ANEMIA	D64.9	Anemia, unspecified	Anemia, unspecified
Acute blood loass anemia	D64.9	Anemia, unspecified	Anemia, unspecified
Acute blood loass anemia with iron deficiency	D64.9	Anemia, unspecified	Anemia, unspecified
Acute blood loss anemia secondary to hematuria	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
acute blood loss anemia due to laceration	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
Acute blood loss anemia due to large gastric ulcer	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
acute blood loss anemia in gallbladder	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
Acute blood loss anemia secondary to GI bleed	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
Acute bowel perforation	K63.1	Perforation of intestine (nontraumatic)	Perforation of intestine (nontraumatic)
Acute bronchitis COPD exacerbation	J44.0	Chronic obstructive pulmonary disease with (acute) lower respiratory infection	Chronic obstructive pulmonary disease with (acute) lower respiratory infection
acute broncho spasm	R25.2	Cramp and spasm	Cramp and spasm
acute cardiac abnormalities	R94.30	Abnormal result of cardiovascular function study, unsp	Abnormal result of cardiovascular function study, unspecified
acute cardiac abnormality	R94.30	Abnormal result of cardiovascular function study, unsp	Abnormal result of cardiovascular function study, unspecified
Acute cecal diverticulitis	K57.32	Dvtrcli of lg int w/o perforation or abscess w/o bleeding	Diverticulitis of large intestine without perforation or abscess without bleeding
acute cellulitis leg	L03.119	Cellulitis of unspecified part of limb	Cellulitis of unspecified part of limb
acute cervical radiculopathy	M54.12	Radiculopathy, cervical region	Radiculopathy, cervical region
acute cervical strain	S13.4XXA	Sprain of ligaments of cervical spine, initial encounter	Sprain of ligaments of cervical spine, initial encounter

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.