docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
heart failure presenverely hypoglycemic | E16.2 | Hypoglycemia, unspecified | Hypoglycemia, unspecified |
heart failure with chronic kidney disease | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
heart failure with obstructive | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
heart failure with reduced ejection fracture | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
heart rate sinus tach | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
heart treatment for HIV | Z21 | Asymptomatic human immunodeficiency virus infection status | Asymptomatic human immunodeficiency virus [HIV] infection status |
heart valve on Coumadin therapy | Z79.01 | Long term (current) use of anticoagulants | Long term (current) use of anticoagulants |
heartburn | R12 | Heartburn | Heartburn |
heat exposure | T67.5XXA | Heat exhaustion, unspecified, initial encounter | Heat exhaustion, unspecified, initial encounter |
heat exposure | T67.5XXA | Heat exhaustion, unspecified, initial encounter | Heat exhaustion, unspecified, initial encounter |
heavy smoker | F17.200 | Nicotine dependence, unspecified, uncomplicated | Nicotine dependence, unspecified, uncomplicated |
heel cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
heel chronic nonhealing pressure ulcer | L89.609 | Pressure ulcer of unspecified heel, unspecified stage | Pressure ulcer of unspecified heel, unspecified stage |
heel decub ulcer | L89.609 | Pressure ulcer of unspecified heel, unspecified stage | Pressure ulcer of unspecified heel, unspecified stage |
heel gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
heel/knee pain | M25.569 | Pain in unspecified knee | Pain in unspecified knee |
hemangioma of the liver | D13.4 | Benign neoplasm of liver | Benign neoplasm of liver |
Hematemesis, likely from gastritis | K92.0 | Hematemesis | Hematemesis |
hematochezia from the rectal bleeding | K92.1 | Melena | Melena |
Hematochezia secondary to gastrointestinal bleed | K92.1 | Melena | Melena |
hematocolpos | N89.7 | Hematocolpos | Hematocolpos |
hematoma in left rectus abdominis muscle | M79.81 | Nontraumatic hematoma of soft tissue | Nontraumatic hematoma of soft tissue |
hematoma of the right thigh from trauma and warfarin | Z79.01 | Long term (current) use of anticoagulants | Long term (current) use of anticoagulants |
hematuria [ n ] migration of pain | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria \ urinary tract infection | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
hematuria secondary to anticoagulation | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
Hematuria secondary to extended spectrum beta lactamase Escherichia coli | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
Hematuria urinary tract infection | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria with anemia | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria, bruising. | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria, clot retention following TURP. | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria, constipation | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria, leg | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
Hematuria, likely traumatic | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria, stent pain | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hematuria: on bladder | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
hemiparesis due to CVA | G81.90 | Hemiplegia, unspecified affecting unspecified side | Hemiplegia, unspecified affecting unspecified side |
hemodialysis for end-stage renal disease | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
hemodialysis catheter until the bacteremia | R78.81 | Bacteremia | Bacteremia |
hemodialysis for fluid overload | E87.71 | Transfusion associated circulatory overload | Transfusion associated circulatory overload |
hemodialysis, hypertension | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
Hemoglobin dropped to 6.7 requiring 2 units of packed red blood cells | R71.0 | Precipitous drop in hematocrit | Precipitous drop in hematocrit |
hemolytic strep | A49.1 | Streptococcal infection, unspecified site | Streptococcal infection, unspecified site |
hemoptysis is related to airway trauma | R04.2 | Hemoptysis | Hemoptysis |
Hemoptysis secondary to sepsis | R04.2 | Hemoptysis | Hemoptysis |
hemoptysis, mild | R04.2 | Hemoptysis | Hemoptysis |
hemorrhage | S06.366A | Traum hemor cereb, w LOC >24 hr w/o ret consc w surv, init | Traumatic hemorrhage of cerebrum, unspecified, with loss of consciousness greater than 24 hours without return to pre-existing conscious level with patient surviving, initial encounter |
Hemorrhage of anus and rectum | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
Hemorrhagic CVA | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
Hemorrhagic shock | R57.8 | Other shock | Other shock |
Hemorrhagic shock secondary to gastrointestinal bleeding | R57.8 | Other shock | Other shock |
hemorrhoid, gastritis | K64.9 | Unspecified hemorrhoids | Unspecified hemorrhoids |
hemorrhoidal bleeding | K64.9 | Unspecified hemorrhoids | Unspecified hemorrhoids |
Hemorrhoidal bleeding, polyp | K64.9 | Unspecified hemorrhoids | Unspecified hemorrhoids |
Hemorrhoids without complication | K64.9 | Unspecified hemorrhoids | Unspecified hemorrhoids |
hemorrhoids, Diagnosis 3: rectal bleeding | K64.9 | Unspecified hemorrhoids | Unspecified hemorrhoids |
hemothorax | J94.2 | Hemothorax | Hemothorax |
Henoch-Schonlein Purpura) - bounce back | D69.0 | Allergic purpura | Allergic purpura |
Hepatic congestion with reflux | K76.1 | Chronic passive congestion of liver | Chronic passive congestion of liver |
Hepatic encephalopathy secondary to liver cirrhosis | K72.90 | Hepatic failure, unspecified without coma | Hepatic failure, unspecified without coma |
Hepatic encephalopathy secondary to the liver cirrhosis | K72.90 | Hepatic failure, unspecified without coma | Hepatic failure, unspecified without coma |
hepatic steatosis as well as mild | K76.0 | Fatty (change of) liver, not elsewhere classified | Fatty (change of) liver, not elsewhere classified |
hepatitis C infection | B19.20 | Unspecified viral hepatitis C without hepatic coma | Unspecified viral hepatitis C without hepatic coma |
hepatitis C infection | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
Hepatitis C with cirrhosis | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
hepatitis C, diagnosed with stage IV | Z86.19 | Personal history of other infectious and parasitic diseases | Personal history of other infectious and parasitic diseases |
HEPATITIS IS ALCOHOLIC HEPATITIS | K70.10 | Alcoholic hepatitis without ascites | Alcoholic hepatitis without ascites |
hepatitis, cardiac | K75.9 | Inflammatory liver disease, unspecified | Inflammatory liver disease, unspecified |
Hepatitis, Rosacea | K75.9 | Inflammatory liver disease, unspecified | Inflammatory liver disease, unspecified |
hepatomegaly, which are asymptomatic. | R16.0 | Hepatomegaly, not elsewhere classified | Hepatomegaly, not elsewhere classified |
hernia and distal esophagus | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
hernia as well as in the pelvis | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
hernia contains only omental | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
hernia repair | Z98.890 | Other specified postprocedural states | Other specified postprocedural states |
hernia sac as well as within the upper abdomen | K45.8 | Oth abdominal hernia without obstruction or gangrene | Other specified abdominal hernia without obstruction or gangrene |
Herniated disc L4/L5 | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
herniated disk at L5-S1 | M51.27 | Other intervertebral disc displacement, lumbosacral region | Other intervertebral disc displacement, lumbosacral region |
herpangina, pharyngitis | B08.5 | Enteroviral vesicular pharyngitis | Enteroviral vesicular pharyngitis |
herpes zoster out break on the face | B02.9 | Zoster without complications | Zoster without complications |
herpes zoster rash | R21 | Rash and other nonspecific skin eruption | Rash and other nonspecific skin eruption |
heterotopic ossification | M61.40 | Other calcification of muscle, unspecified site | Other calcification of muscle, unspecified site |
hiatal hernia and laparoscopic gastric | K44.9 | Diaphragmatic hernia without obstruction or gangrene | Diaphragmatic hernia without obstruction or gangrene |
hiatal hernia of moderate | K44.9 | Diaphragmatic hernia without obstruction or gangrene | Diaphragmatic hernia without obstruction or gangrene |
hiatal hernia, ETOH use | K44.9 | Diaphragmatic hernia without obstruction or gangrene | Diaphragmatic hernia without obstruction or gangrene |
hiatal hernias | K44.9 | Diaphragmatic hernia without obstruction or gangrene | Diaphragmatic hernia without obstruction or gangrene |
Hidradenitis suppurativa of the left groin labial | L73.2 | Hidradenitis suppurativa | Hidradenitis suppurativa |
high cholesterol | E78.00 | Pure hypercholesterolemia, unspecified | Pure hypercholesterolemia, unspecified |
high cholesterol and coronary artery | E78.00 | Pure hypercholesterolemia, unspecified | Pure hypercholesterolemia, unspecified |
high cholesterol, diabetes | E78.00 | Pure hypercholesterolemia, unspecified | Pure hypercholesterolemia, unspecified |
High Cholesterol, Heart | E78.00 | Pure hypercholesterolemia, unspecified | Pure hypercholesterolemia, unspecified |
High Cholesterol, New Onset Diabetes | E78.00 | Pure hypercholesterolemia, unspecified | Pure hypercholesterolemia, unspecified |
hip avascular necrosis | M87.9 | Osteonecrosis, unspecified | Osteonecrosis, unspecified |
hip DJD | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
Hip pain [and clicking right hip | M25.559 | Pain in unspecified hip | Pain in unspecified hip |
hip pain is very convincing for fracture | M25.559 | Pain in unspecified hip | Pain in unspecified hip |
hip pain, infection | M25.559 | Pain in unspecified hip | Pain in unspecified hip |
hip pain, states she didn't mention the nausea at that visit. | M25.559 | Pain in unspecified hip | Pain in unspecified hip |
hip sarcoma | C76.50 | Malignant neoplasm of unspecified lower limb | Malignant neoplasm of unspecified lower limb |
HIV Disease, Hypertension | B20 | Human immunodeficiency virus [HIV] disease | Human immunodeficiency virus [HIV] disease |
HIV drugs | Z21 | Asymptomatic human immunodeficiency virus infection status | Asymptomatic human immunodeficiency virus [HIV] infection status |
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.