Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
Abdominal pain, likely secondary to gastritis	K29.70	Gastritis, unspecified, without bleeding	Gastritis, unspecified, without bleeding
abdominal pain, noted to have the nausea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, pancreatitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, pleural effusion).	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain- Constipation	K59.00	Constipation, unspecified	Constipation, unspecified
abdominal pain- fibroid	D21.4	Benign neoplasm of connective and oth soft tissue of abdomen	Benign neoplasm of connective and other soft tissue of abdomen
Abdominal pain: Due to constipation	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pannus which covers the perineum	E65	Localized adiposity	Localized adiposity
abdominal pian	A66.9	Yaws, unspecified	Yaws, unspecified
abdominal swelling	R19.00	Intra-abd and pelvic swelling, mass and lump, unsp site	Intra-abdominal and pelvic swelling, mass and lump, unspecified site
Abdominal systemic sepsis	A41.9	Sepsis, unspecified organism	Sepsis, unspecified organism
abdominal tenderness more localized	R10.819	Abdominal tenderness, unspecified site	Abdominal tenderness, unspecified site
Abdominal umbilical hernia	K42.9	Umbilical hernia without obstruction or gangrene	Umbilical hernia without obstruction or gangrene
Abdominal wall abscess	L02.211	Cutaneous abscess of abdominal wall	Cutaneous abscess of abdominal wall
abdominal wall enterocutaneous fistula	K63.2	Fistula of intestine	Fistula of intestine
Abdominal wall laxity, localized rash and pannus	H16.429	Pannus (corneal), unspecified eye	Pannus (corneal), unspecified eye
Abdominal wall Lipoma	D17.9	Benign lipomatous neoplasm, unspecified	Benign lipomatous neoplasm, unspecified
abdominal wall or groin hernia	K43.9	Ventral hernia without obstruction or gangrene	Ventral hernia without obstruction or gangrene
abnormal anemia	D64.9	Anemia, unspecified	Anemia, unspecified
Abnormal CXR	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
Abnormal CXR- Left Lung Mass	R91.8	Other nonspecific abnormal finding of lung field	Other nonspecific abnormal finding of lung field
abnormal findings (proteinuria	R80.9	Proteinuria, unspecified	Proteinuria, unspecified
Abnormal findings are likely secondary to DKA, N/V	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
abnormal stress test	R94.39	Abnormal result of other cardiovascular function study	Abnormal result of other cardiovascular function study
abnormal urinalysis for which he is being treated for urinary tract infection	N39.0	Urinary tract infection, site not specified	Urinary tract infection, site not specified
abnormal urination	R39.198	Other difficulties with micturition	Other difficulties with micturition
abnormal uterine bleeding	N93.9	Abnormal uterine and vaginal bleeding, unspecified	Abnormal uterine and vaginal bleeding, unspecified
Abnormal: pressure ulcer	L89.90	Pressure ulcer of unspecified site, unspecified stage	Pressure ulcer of unspecified site, unspecified stage
Abnormal: tachypnea	R06.82	Tachypnea, not elsewhere classified	Tachypnea, not elsewhere classified
abrasion	S50.319A	Abrasion of unspecified elbow, initial encounter	Abrasion of unspecified elbow, initial encounter
abrasion	S60.412A	Abrasion of right middle finger, initial encounter	Abrasion of right middle finger, initial encounter
abrasion	S90.519A	Abrasion, unspecified ankle, initial encounter	Abrasion, unspecified ankle, initial encounter
abrasion left shoulder	S40.212A	Abrasion of left shoulder, initial encounter	Abrasion of left shoulder, initial encounter
abrasion of left foot	S90.812A	Abrasion, left foot, initial encounter	Abrasion, left foot, initial encounter
abrasion on left elbow	S50.312A	Abrasion of left elbow, initial encounter	Abrasion of left elbow, initial encounter
abrasion on right hand	S60.511A	Abrasion of right hand, initial encounter	Abrasion of right hand, initial encounter
abrasion right knee	S80.211A	Abrasion, right knee, initial encounter	Abrasion, right knee, initial encounter
abrasion to bilateral elbow	S50.319A	Abrasion of unspecified elbow, initial encounter	Abrasion of unspecified elbow, initial encounter
abrasion to right hand	S60.511A	Abrasion of right hand, initial encounter	Abrasion of right hand, initial encounter
abrasion to right knee	S80.211A	Abrasion, right knee, initial encounter	Abrasion, right knee, initial encounter
abscess Fatty liver	K76.0	Fatty (change of) liver, not elsewhere classified	Fatty (change of) liver, not elsewhere classified
Abscess [right foot	L02.611	Cutaneous abscess of right foot	Cutaneous abscess of right foot
abscess between the liver	K75.0	Abscess of liver	Abscess of liver
abscess between the rectum and vagina	K61.1	Rectal abscess	Rectal abscess
abscess cavitary pneumonia	J18.9	Pneumonia, unspecified organism	Pneumonia, unspecified organism
Abscess culture is growing MRSA	B95.62	Methicillin resis staph infct causing diseases classd elswhr	Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere
abscess in perineal	L02.215	Cutaneous abscess of perineum	Cutaneous abscess of perineum
abscess in the left buttock	L02.31	Cutaneous abscess of buttock	Cutaneous abscess of buttock
abscess in the lower back	L02.212	Cutaneous abscess of back [any part, except buttock]	Cutaneous abscess of back [any part, except buttock]
abscess in the neck	L02.11	Cutaneous abscess of neck	Cutaneous abscess of neck
abscess in the perineal	L02.215	Cutaneous abscess of perineum	Cutaneous abscess of perineum
abscess in the right axilla	L02.411	Cutaneous abscess of right axilla	Cutaneous abscess of right axilla
abscess in the right axillary	L02.411	Cutaneous abscess of right axilla	Cutaneous abscess of right axilla
abscess in the right inguinal	L02.214	Cutaneous abscess of groin	Cutaneous abscess of groin
abscess of prostate	N41.2	Abscess of prostate	Abscess of prostate
abscess of the buttock	L02.31	Cutaneous abscess of buttock	Cutaneous abscess of buttock
abscess of the face	L02.01	Cutaneous abscess of face	Cutaneous abscess of face
abscess of the left anterior chest wall	J86.9	Pyothorax without fistula	Pyothorax without fistula
abscess R chest wall	J86.9	Pyothorax without fistula	Pyothorax without fistula
ABSCESS R GROIN	L02.214	Cutaneous abscess of groin	Cutaneous abscess of groin
Abscess R hand/arm	L02.519	Cutaneous abscess of unspecified hand	Cutaneous abscess of unspecified hand
abscess right fore foot	L02.611	Cutaneous abscess of right foot	Cutaneous abscess of right foot
abscess to his left thigh	L02.416	Cutaneous abscess of left lower limb	Cutaneous abscess of left lower limb
abscess to left lower back	L02.212	Cutaneous abscess of back [any part, except buttock]	Cutaneous abscess of back [any part, except buttock]
Accelerated HTN	I10	Essential (primary) hypertension	Essential (primary) hypertension
ACE INHIBITORS	Z88.8	Allergy status to other drugs, medicaments and biological substances	Allergy status to other drugs, medicaments and biological substances
acetaminophen	T39.1X2A	Poisoning by 4-Aminophenol derivatives, self-harm, init	Poisoning by 4-Aminophenol derivatives, intentional self-harm, initial encounter
acid reflux, anemia	K21.9	Gastro-esophageal reflux disease without esophagitis	Gastro-esophageal reflux disease without esophagitis
acidosis as complications	E87.2	Acidosis	Acidosis
acidosis, acute	E87.2	Acidosis	Acidosis
acidosis, as well as hypoxia.	E87.2	Acidosis	Acidosis
Acne, Sebascious cyst ]	L70.9	Acne, unspecified	Acne, unspecified
ACS, anxiety	I24.9	Acute ischemic heart disease, unspecified	Acute ischemic heart disease, unspecified
ACS, in STEMI	I24.9	Acute ischemic heart disease, unspecified	Acute ischemic heart disease, unspecified
active inflammation	A18.02	Tuberculous arthritis of other joints	Tuberculous arthritis of other joints
acute _____ lower extremity pain	M79.606	Pain in leg, unspecified	Pain in leg, unspecified
Acute blood loss anemia	D62	Acute posthemorrhagic anemia	Acute posthemorrhagic anemia
acute hypoxic and hypercapnic respiratory failure	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
Acute hypoxic respiratory failure likely due to asthma exacerbation	J96.01	Acute respiratory failure with hypoxia	Acute respiratory failure with hypoxia
acute metabolic and toxic encephalopathy	G93.41	Metabolic encephalopathy	Metabolic encephalopathy
acute nausea	R11.0	Nausea	Nausea
Acute on chronic systolic congestive heart failure	I50.20	Unspecified systolic (congestive) heart failure	Unspecified systolic (congestive) heart failure
acute onset of dyspnea	R06.00	Dyspnea, unspecified	Dyspnea, unspecified
acute onset of gallbladder pain	K82.9	Disease of gallbladder, unspecified	Disease of gallbladder, unspecified
acute onset of left hip pain	M25.552	Pain in left hip	Pain in left hip
acute onset of perianal abscess	K61.0	Anal abscess	Anal abscess
acute renal insufficiency	N28.9	Disorder of kidney and ureter, unspecified	Disorder of kidney and ureter, unspecified
acute systolic congestive heart failure	I50.21	Acute systolic (congestive) heart failure	Acute systolic (congestive) heart failure
acute tonsillitis	J03.90	Acute tonsillitis, unspecified	Acute tonsillitis, unspecified
acute abdominal distention	R14.0	Abdominal distension (gaseous)	Abdominal distension (gaseous)
Acute abdominal pain - advance diet as tolerated continue on diabetic	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute abdominal pain (RUQ) with nausea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute abdominal pain midepigastrium radiating to the back	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
acute abdominal pain nausea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute abdominal pain secondary to diverticulitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Acute alcohol withdrawal with seizures	F10.239	Alcohol dependence with withdrawal, unspecified	Alcohol dependence with withdrawal, unspecified
Acute alcoholic	F10.20	Alcohol dependence, uncomplicated	Alcohol dependence, uncomplicated
acute anemia from acute blood loss	D64.9	Anemia, unspecified	Anemia, unspecified
acute anemia requiring 3 units of prbc infusion	D64.9	Anemia, unspecified	Anemia, unspecified
acute anemia: resovled -likely secondary to IV chemo	D64.9	Anemia, unspecified	Anemia, unspecified

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.