docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
collapse of the right lung | J98.19 | Other pulmonary collapse | Other pulmonary collapse |
collapse of the right side of his lung | J98.19 | Other pulmonary collapse | Other pulmonary collapse |
colon carcinoma | C18.9 | Malignant neoplasm of colon, unspecified | Malignant neoplasm of colon, unspecified |
colon fecal impaction | K56.41 | Fecal impaction | Fecal impaction |
colon neoplasm | C18.9 | Malignant neoplasm of colon, unspecified | Malignant neoplasm of colon, unspecified |
colonic cancer | C18.9 | Malignant neoplasm of colon, unspecified | Malignant neoplasm of colon, unspecified |
colonic perforation due to sterocolic ulcer | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
colonic spasm | K58.9 | Irritable bowel syndrome without diarrhea | Irritable bowel syndrome without diarrhea |
colorectal anastomosis | Z98.0 | Intestinal bypass and anastomosis status | Intestinal bypass and anastomosis status |
colostomy for abdominal abscess | L02.211 | Cutaneous abscess of abdominal wall | Cutaneous abscess of abdominal wall |
comfort care only to ease his pain | Z51.5 | Encounter for palliative care | Encounter for palliative care |
comfort measures as he has multiple | Z51.5 | Encounter for palliative care | Encounter for palliative care |
common femoral vein and deep femoral vein deep vein thrombosis | I82.412 | Acute embolism and thrombosis of left femoral vein | Acute embolism and thrombosis of left femoral vein |
Community acquired pneumonia CAP Atelectasis | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
Community-acquired pneumonia with sepsis | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
complex partial seizures | R56.01 | Complex febrile convulsions | Complex febrile convulsions |
Complicated Cystitis | N30.90 | Cystitis, unspecified without hematuria | Cystitis, unspecified without hematuria |
complicated diverticulitis | 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 |
Complicated Enterobacter cloacae | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
complicated pancreatitis | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
complicated small-bowel obstruction | K56.609 | Unsp intestnl obst, unsp as to partial versus complete obst | Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction |
complicated urinary tract infections | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
complication yet like dvt | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
complications of covid | U07.1 | COVID-19 | COVID-19 |
complications nausea | R11.0 | Nausea | Nausea |
complications of diverticulitis | 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 |
complications of neuropathy | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
COMPLICATIONS: Acute appendicitis | K35.80 | Unspecified acute appendicitis | Unspecified acute appendicitis |
COMPLICATIONS: acute Appendicitis | K35.80 | Unspecified acute appendicitis | Unspecified acute appendicitis |
COMPLICATIONS: acuteutalculus cholecystitis | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
COMPLICATIONS: perforated sigmoid diverticulitis | K57.21 | Dvtrcli of lg int w perforation and abscess w bleeding | Diverticulitis of large intestine with perforation and abscess with bleeding |
COMPLICATIONS:acute Appendicitis | K35.80 | Unspecified acute appendicitis | Unspecified acute appendicitis |
compression device for venous | I87.1 | Compression of vein | Compression of vein |
Compression fracture at T8 | M48.54XA | Collapsed vertebra, NEC, thoracic region, init | Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture |
compression fracture of L3 | M48.56XA | Collapsed vertebra, NEC, lumbar region, init | Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture |
compression fracture of L3 | S32.039A | Unsp fracture of third lumbar vertebra, init for clos fx | Unspecified fracture of third lumbar vertebra, initial encounter for closed fracture |
Compression fracture of the lumbar spine | M48.56XA | Collapsed vertebra, NEC, lumbar region, init | Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture |
compression fracture of the superior aspect of the L3 vertebral | M48.56XA | Collapsed vertebra, NEC, lumbar region, init | Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture |
Concussion syndrome | F07.81 | Postconcussional syndrome | Postconcussional syndrome |
Conduction block | I45.9 | Conduction disorder, unspecified | Conduction disorder, unspecified |
conductive deafness | H90.2 | Conductive hearing loss, unspecified | Conductive hearing loss, unspecified |
confusion fever | R50.9 | Fever, unspecified | Fever, unspecified |
congestion (no hypoxia | R09.02 | Hypoxemia | Hypoxemia |
congestion heavy smoker | F17.200 | Nicotine dependence, unspecified, uncomplicated | Nicotine dependence, unspecified, uncomplicated |
Congestive heart failure acute on chronic systolic | I50.23 | Acute on chronic systolic (congestive) heart failure | Acute on chronic systolic (congestive) heart failure |
congestive heart failure Exacerbation | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
Congestive heart failure acute on chronic | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
congestive heart failure as a cause of her presenting illness | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
congestive heart failure as the patient already has the chemo | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
congestive heart failure as well as end-stage renal disease | N18.6 | End stage renal disease | End stage renal disease |
Congestive heart failure exacerbation with poorly controlled | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
Congestive Heart Failure with Diastolic Dysfunction | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
congestive heart failure, amputation lower extremity | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
congestive heart failure, chronic kidney disease who | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
congestive heart failure, coronary | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
Congestive heart failure, diabetes mellitus | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
congestive heart failure, seems like diastolic | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
Congestive heart failure, stable | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
congestive heart failure: systolic and diastolic | I50.40 | Unsp combined systolic and diastolic (congestive) hrt fail | Unspecified combined systolic (congestive) and diastolic (congestive) heart failure |
conjunctivitis resolved, nonspecific rash | H10.9 | Unspecified conjunctivitis | Unspecified conjunctivitis |
constipated and was started on bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipated complains of nausea | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipation - moderate | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipation and had a bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipation better, had a bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipation pattern within colon | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipation secondary to obstruction | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipation, pyelonephritis | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipation, bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipation, had a bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constitutional: Patient is moderately obese | E66.9 | Obesity, unspecified | Obesity, unspecified |
Constitutional: [+fever | R50.9 | Fever, unspecified | Fever, unspecified |
contracture | M24.50 | Contracture, unspecified joint | Contracture, unspecified joint |
contracture of right knee | M24.561 | Contracture, right knee | Contracture, right knee |
contracture on his right leg | M24.50 | Contracture, unspecified joint | Contracture, unspecified joint |
contracture, observe the hip | M24.559 | Contracture, unspecified hip | Contracture, unspecified hip |
contractures in both extremities | M24.50 | Contracture, unspecified joint | Contracture, unspecified joint |
contractures in her toes | M24.50 | Contracture, unspecified joint | Contracture, unspecified joint |
controlled diabetic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
controlled DM2 | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
controlled longstanding diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
controlled substance medication refill | Z76.0 | Encounter for issue of repeat prescription | Encounter for issue of repeat prescription |
controlled the seizure | R56.9 | Unspecified convulsions | Unspecified convulsions |
contusion | S00.522A | Blister (nonthermal) of oral cavity, initial encounter | Blister (nonthermal) of oral cavity, initial encounter |
contusion | S20.20XA | Contusion of thorax, unspecified, initial encounter | Contusion of thorax, unspecified, initial encounter |
contusion | S27.329A | Contusion of lung, unspecified, initial encounter | Contusion of lung, unspecified, initial encounter |
contusion | S37.019A | Minor contusion of unspecified kidney, initial encounter | Minor contusion of unspecified kidney, initial encounter |
contusion | S40.019A | Contusion of unspecified shoulder, initial encounter | Contusion of unspecified shoulder, initial encounter |
contusion | S40.021A | Contusion of right upper arm, initial encounter | Contusion of right upper arm, initial encounter |
contusion | S60.059A | Contusion of unsp little finger w/o damage to nail, init | Contusion of unspecified little finger without damage to nail, initial encounter |
contusion | S60.219A | Contusion of unspecified wrist, initial encounter | Contusion of unspecified wrist, initial encounter |
contusion | S70.10XA | Contusion of unspecified thigh, initial encounter | Contusion of unspecified thigh, initial encounter |
Contusion - left ankle | S90.02XA | Contusion of left ankle, initial encounter | Contusion of left ankle, initial encounter |
contusion elbow | S50.00XA | Contusion of unspecified elbow, initial encounter | Contusion of unspecified elbow, initial encounter |
contusion head, chest, back | S20.219A | Contusion of unspecified front wall of thorax, init encntr | Contusion of unspecified front wall of thorax, initial encounter |
contusion left chest wall | S20.212A | Contusion of left front wall of thorax, initial encounter | Contusion of left front wall of thorax, initial encounter |
contusion left elbow | S50.02XA | Contusion of left elbow, initial encounter | Contusion of left elbow, initial encounter |
contusion left thigh | S70.12XA | Contusion of left thigh, initial encounter | Contusion of left thigh, initial encounter |
contusion of R hip and R shoulder | S40.019A | Contusion of unspecified shoulder, initial encounter | Contusion of unspecified shoulder, initial encounter |
Contusion of the right hip, knee, elbow, shoulder | S40.019A | Contusion of unspecified shoulder, initial encounter | Contusion of unspecified shoulder, 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.