Split (3)

train · 58.8k rows

docdesc stringlengths 2 165	dxcode stringlengths 3 8	shortdesc stringlengths 5 155	longdesc stringlengths 5 184
12 week IUP	Z3A.12	12 weeks gestation of pregnancy	12 weeks gestation of pregnancy
14 weeks pregnant	Z3A.14	14 weeks gestation of pregnancy	14 weeks gestation of pregnancy
15 weeks pregnant	Z3A.15	15 weeks gestation of pregnancy	15 weeks gestation of pregnancy
17 wks pregnant	Z3A.17	17 weeks gestation of pregnancy	17 weeks gestation of pregnancy
2 weeks pregnant	Z3A.20	20 weeks gestation of pregnancy	20 weeks gestation of pregnancy
20 weeks of pregnancy	Z3A.20	20 weeks gestation of pregnancy	20 weeks gestation of pregnancy
22 wks pregnant	Z3A.22	22 weeks gestation of pregnancy	22 weeks gestation of pregnancy
23 week IUP	Z3A.23	23 weeks gestation of pregnancy	23 weeks gestation of pregnancy
23 weeks gestation	Z3A.23	23 weeks gestation of pregnancy	23 weeks gestation of pregnancy
24weeks pregnant	Z3A.24	24 weeks gestation of pregnancy	24 weeks gestation of pregnancy
25 weeks gestation of pregnancy	Z3A.25	25 weeks gestation of pregnancy	25 weeks gestation of pregnancy
27 week intrauterine	Z3A.27	27 weeks gestation of pregnancy	27 weeks gestation of pregnancy
28 week pregnant	Z3A.28	28 weeks gestation of pregnancy	28 weeks gestation of pregnancy
3 months pregnant	Z3A.12	12 weeks gestation of pregnancy	12 weeks gestation of pregnancy
3rd degree burn right index finger	T23.329A	Burn third degree of unsp single finger except thumb, init	Burn of third degree of unspecified single finger (nail) except thumb, initial encounter
4 wks pregnant	Z3A.01	Less than 8 weeks gestation of pregnancy	Less than 8 weeks gestation of pregnancy
6 month pregnant	Z3A.24	24 weeks gestation of pregnancy	24 weeks gestation of pregnancy
6 week intrauterine	Z3A.01	Less than 8 weeks gestation of pregnancy	Less than 8 weeks gestation of pregnancy
7 weeks pregnancy	Z3A.01	Less than 8 weeks gestation of pregnancy	Less than 8 weeks gestation of pregnancy
7wks pregnant	Z3A.01	Less than 8 weeks gestation of pregnancy	Less than 8 weeks gestation of pregnancy
8 months pregnant	Z3A.32	32 weeks gestation of pregnancy	32 weeks gestation of pregnancy
8 wks IUP	Z3A.08	8 weeks gestation of pregnancy	8 weeks gestation of pregnancy
8 WKS PREGNANT	Z3A.08	8 weeks gestation of pregnancy	8 weeks gestation of pregnancy
8wks PREGNANT	Z3A.27	27 weeks gestation of pregnancy	27 weeks gestation of pregnancy
a fib	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A fib rate controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A FIB W- RVR	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A fib w/RVR, CVA	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A-fib flutter	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A-fib w/ RVR	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
A-fib with rate controlled	I48.91	Unspecified atrial fibrillation	Unspecified atrial fibrillation
AAA Ox3, hemodynamcially stable	I71.4	Abdominal aortic aneurysm, without rupture	Abdominal aortic aneurysm, without rupture
AAA Ox3, SpO2 85-88% with tachypnea	I71.4	Abdominal aortic aneurysm, without rupture	Abdominal aortic aneurysm, without rupture
Abd distention	R14.0	Abdominal distension (gaseous)	Abdominal distension (gaseous)
abdomen also had shown some gallbladder stones	K80.20	Calculus of gallbladder w/o cholecystitis w/o obstruction	Calculus of gallbladder without cholecystitis without obstruction
abdomen and LE edema	R60.9	Edema, unspecified	Edema, unspecified
abdomen and pelvis done show cholelithiasis	K80.20	Calculus of gallbladder w/o cholecystitis w/o obstruction	Calculus of gallbladder without cholecystitis without obstruction
abdomen and pelvis found a large mass	R19.09	Other intra-abdominal and pelvic swelling, mass and lump	Other intra-abdominal and pelvic swelling, mass and lump
abdomen feels sore	B55.1	Cutaneous leishmaniasis	Cutaneous leishmaniasis
Abdomen is much softer, mild nausea/vomiting	R11.2	Nausea with vomiting, unspecified	Nausea with vomiting, unspecified
abdomen obese	E66.9	Obesity, unspecified	Obesity, unspecified
abdomen reads: Cholelithiasis	K80.20	Calculus of gallbladder w/o cholecystitis w/o obstruction	Calculus of gallbladder without cholecystitis without obstruction
abdomen reported "Large necrotic	I96	Gangrene, not elsewhere classified	Gangrene, not elsewhere classified
abdomen reports acute appendicitis	K35.80	Unspecified acute appendicitis	Unspecified acute appendicitis
abdomen reviewed , ascites and plural effusion	R18.8	Other ascites	Other ascites
abdomen which did show cholelithiasis	Z87.19	Personal history of other diseases of the digestive system	Personal history of other diseases of the digestive system
abdomen/pelvis demonstrated an enlarged liver	R16.0	Hepatomegaly, not elsewhere classified	Hepatomegaly, not elsewhere classified
abdominal and pelvic ascites	R18.8	Other ascites	Other ascites
abdominal aortic aneurysm	I71.4	Abdominal aortic aneurysm, without rupture	Abdominal aortic aneurysm, without rupture
Abdominal aortic aneurysm repair	Z98.890	Other specified postprocedural states	Other specified postprocedural states
abdominal ascites Mild urinary bladder	R18.8	Other ascites	Other ascites
abdominal finding	R93.5	Abn findings on dx imaging of abd regions, inc retroperiton	Abnormal findings on diagnostic imaging of other abdominal regions, including retroperitoneum
abdominal mass, hypokalemia	R19.09	Other intra-abdominal and pelvic swelling, mass and lump	Other intra-abdominal and pelvic swelling, mass and lump
abdominal or retroperitoneal adenopathy	R59.9	Enlarged lymph nodes, unspecified	Enlarged lymph nodes, unspecified
Abdominal pain - most likely due to pancreatitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain #2 constipation	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain #2 urinary tract infection	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain (enteritis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain - being rx for diverticulitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain - Right upper quadrant - CT abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain after trauma	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain as well as bilatral upper arm	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain associated with fever	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain chills	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain epigastric	R10.13	Epigastric pain	Epigastric pain
abdominal pain for two days with associated nausea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain from pancreatitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain has improved bowel	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain he states is mainly in the right lower abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain he states is mainly in the right lower abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain in the epigastric	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain in the mid epigastric region	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain in the lower part of the abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain in the right groin	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain is partially controlled	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain is mainly in the right upper quadrant of the abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain is only mild	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain on review of systems notes mild	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain Pain	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain radiating around right flank	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain reported rectal bleeding	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
ABdominal pain still persistent	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain this time was due to constipation	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain w/persistent vomiting	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain was likely due to colitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain which is more in the lower quadrants of his abdomen	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain which was described as moderate	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain with cholecystitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain with enterocolitis	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
Abdominal pain with GI bleeding	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain with hypoglycemia	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain with mild	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain with the diarrhea	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, headache.	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, nausea.	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, body	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, bowel	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, fever.	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, generalized	R10.9	Unspecified abdominal pain	Unspecified abdominal pain
abdominal pain, hematuria	R10.9	Unspecified abdominal pain	Unspecified abdominal pain

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.