docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Chest tightness | R07.89 | Other chest pain | Other chest pain |
chest tightness radiates to the neck | R07.89 | Other chest pain | Other chest pain |
chest tightness radiating to left arm | R07.89 | Other chest pain | Other chest pain |
chest wall cellulitis | L03.313 | Cellulitis of chest wall | Cellulitis of chest wall |
chest was done which confirmed mostly his malignancy | C76.1 | Malignant neoplasm of thorax | Malignant neoplasm of thorax |
chest which was done did show pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
Chest X-ray demonstrated COVID-19 pneumonia | U07.1 | COVID-19 | COVID-19 |
chest xray, eval for covid and strep | A49.1 | Streptococcal infection, unspecified site | Streptococcal infection, unspecified site |
chest.MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
chest/arm pain | M79.603 | Pain in arm, unspecified | Pain in arm, unspecified |
CHF (combined diastolic/systolic | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
chf (grade 1 diastolic | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
CHF (mildly depressed | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF (SHF), valve | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF ,dementia . | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF diastolic | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
CHF diastolic dysfunction with acute exacerbation | I50.33 | Acute on chronic diastolic (congestive) heart failure | Acute on chronic diastolic (congestive) heart failure |
CHF EXACERBATION | P29.0 | Neonatal cardiac failure | Neonatal cardiac failure |
CHF exacerbation, both systolic and diastolic | I50.43 | Acute on chronic combined systolic and diastolic hrt fail | Acute on chronic combined systolic (congestive) and diastolic (congestive) heart failure |
chf new onset, dyspnea | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF Systolic dysfunction NYHA Class III | I50.20 | Unspecified systolic (congestive) heart failure | Unspecified systolic (congestive) heart failure |
CHF who was to undergo dialysis | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF with grade I | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, hyperglycemia. | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, anemia | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, Atrial | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, diabetes | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, Dialysis | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, dialysis M-W-F | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, interstitial lung disease | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, obstructive | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, pericardial | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
chf, pleural | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, Renal Disease | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, will give 1.5L with then sepsis | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF: preserved LVSF wtih severe | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
chlamydia which will come back | A74.9 | Chlamydial infection, unspecified | Chlamydial infection, unspecified |
cholecystitis as well as also coverage for the pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
cholecystitis to lead | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
cholecystitis with a necrosis | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
cholecystitis, choledocholithiasis | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
cholecystitis, clinically stable | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
cholecystitis, hepatobiliary | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
cholecystitis, sciatica | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
Choledocholithiasis - with CBD dilation | K80.50 | Calculus of bile duct w/o cholangitis or cholecyst w/o obst | Calculus of bile duct without cholangitis or cholecystitis without obstruction |
choledocholithiasis, acute | K80.50 | Calculus of bile duct w/o cholangitis or cholecyst w/o obst | Calculus of bile duct without cholangitis or cholecystitis without obstruction |
cholelithiasis | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis (Gallstones) - stable | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis - gallstone | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis patient has a mild | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis who was admitted with acute | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis with choledocholithiasis | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
cholelithiasis with dilation | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis, cholecystitis | K80.10 | Calculus of gallbladder w chronic cholecyst w/o obstruction | Calculus of gallbladder with chronic cholecystitis without obstruction |
cholelithiasis, pancreatitis. | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis, renal | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholesterol agent started given high triglycerides | E78.1 | Pure hyperglyceridemia | Pure hyperglyceridemia |
chromosomal defect (Autism | F84.0 | Autistic disorder | Autistic disorder |
chronic anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
Chronic of ascending aortic aneurysm | I71.2 | Thoracic aortic aneurysm, without rupture | Thoracic aortic aneurysm, without rupture |
chronic abd bloating | R14.0 | Abdominal distension (gaseous) | Abdominal distension (gaseous) |
Chronic abdominal pain nausea | R10.9 | Unspecified abdominal pain | Unspecified abdominal pain |
Chronic acalculous cholecystitis | K81.1 | Chronic cholecystitis | Chronic cholecystitis |
Chronic AF on Warfarin | Z79.01 | Long term (current) use of anticoagulants | Long term (current) use of anticoagulants |
Chronic anemia associated with multiple health problems, stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
chronic anemia likely due to chronic illness | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
chronic anemia might be due to end-stage renal disease | D64.9 | Anemia, unspecified | Anemia, unspecified |
chronic anemia secondary to end-stage renal disease | D64.9 | Anemia, unspecified | Anemia, unspecified |
chronic anemia with iron deficiency | D64.9 | Anemia, unspecified | Anemia, unspecified |
chronic anemia, headache | D64.9 | Anemia, unspecified | Anemia, unspecified |
chronic anemia, Hgb usually stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
Chronic anemia, stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
chronic anticoagulation | Z79.01 | Long term (current) use of anticoagulants | Long term (current) use of anticoagulants |
chronic arthritis | M12.9 | Arthropathy, unspecified | Arthropathy, unspecified |
Chronic arthritis, left knee | M12.9 | Arthropathy, unspecified | Arthropathy, unspecified |
chronic ataxia | I69.193 | Ataxia following nontraumatic intracerebral hemorrhage | Ataxia following nontraumatic intracerebral hemorrhage |
Chronic atrial fib | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
chronic back pain and knee | G89.29 | Other chronic pain | Other chronic pain |
chronic back pain and lumbar | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
Chronic Back Pain Exacerbation | G89.29 | Other chronic pain | Other chronic pain |
chronic back pain seen in ED for R sided hip | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
chronic back pain who was admitted for postoperative | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
Chronic back pain with chronic | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
chronic back pain, arthritis | G89.29 | Other chronic pain | Other chronic pain |
chronic back pain, atrial | G89.29 | Other chronic pain | Other chronic pain |
chronic back pain, coronary artery | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
chronic back pain, gastric | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
chronic back pain, presenting w/ an acute | G89.29 | Other chronic pain | Other chronic pain |
chronic back pain, sleep apnea | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
chronic back pain, spinal | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
chronic back pain, stable | M54.9 | Dorsalgia, unspecified | Dorsalgia, unspecified |
chronic back pain- planning for medical marijuana | F12.90 | Cannabis use, unspecified, uncomplicated | Cannabis use, unspecified, uncomplicated |
chronic back pain.Pt was found to hve renal failure | G89.29 | Other chronic pain | Other chronic pain |
chronic bilateral hand paresthesias | R20.2 | Paresthesia of skin | Paresthesia of skin |
chronic bilateral hip pain | M25.559 | Pain in unspecified hip | Pain in unspecified hip |
Chronic bipolar disorder | F31.9 | Bipolar disorder, unspecified | Bipolar disorder, unspecified |
chronic bladder outlet obstruction | N32.0 | Bladder-neck obstruction | Bladder-neck obstruction |
chronic blindness | H54.40 | Blindness, one eye, unspecified eye | Blindness, one eye, unspecified eye |
chronic bqack pain | G89.29 | Other chronic pain | Other chronic pain |
Chronic chronic alcohol abuse | F10.10 | Alcohol abuse, uncomplicated | Alcohol abuse, uncomplicated |
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.