docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Chest pain due to the pleurisy | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain has been intermittent | R07.89 | Other chest pain | Other chest pain |
chest pain her pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
Chest pain Hypokalemia | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
Chest pain likely due to angina | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain paresthesia | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain radiating to neck | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain radiating to the right shoulder | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain radiation | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain under my left breast | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain w/hyponatremia | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain w/LUL pneumonia | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain w/o radiation | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain w/pleural effusion | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain will get pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain will require cardiac | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, dyspnea | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, cholelithiasis | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, constipation | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, found out to have the chest | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, hypertension | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, intermittent | R07.89 | Other chest pain | Other chest pain |
chest pain, kidney problems, kidney | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, left arm | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, most likely COPD | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
Chest pain, possibly due to angina | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pain, radiating to back | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
chest pertior shortness of breath | R06.02 | Shortness of breath | Shortness of breath |
chest pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
chest pressure and racing heart | R07.89 | Other chest pain | Other chest pain |
chest pressure related to anxiety | R07.89 | Other chest pain | Other chest pain |
chest pressure that radiated into his left arm | R07.89 | Other chest pain | Other chest pain |
chest pressure to epigastric region | R07.89 | Other chest pain | Other chest pain |
chest pressure with assoc swelling | R07.89 | Other chest pain | Other chest pain |
chest pressure with radiation to the left arm | R07.89 | Other chest pain | Other chest pain |
chest swelling | R22.2 | Localized swelling, mass and lump, trunk | Localized swelling, mass and lump, trunk |
chest symptoms though has had intermittent SOB | R06.02 | Shortness of breath | Shortness of breath |
chest tightness that is more of an anxiety | R07.89 | Other chest pain | Other chest pain |
chest tightness that radiated to her jaw ans back | R07.89 | Other chest pain | Other chest pain |
CHEST TIGHTNESS, DYSPNEA | R07.89 | Other chest pain | Other chest pain |
chest tube for persistent air leak | J93.82 | Other air leak | Other air leak |
Chest tube has persistent air leak | J93.82 | Other air leak | Other air leak |
chest tubes) extensive subQ emphysema | J43.9 | Emphysema, unspecified | Emphysema, unspecified |
chest wall pain acute | R07.89 | Other chest pain | Other chest pain |
chest wall pain, acute | R07.89 | Other chest pain | Other chest pain |
chest wall port site infection | J22 | Unspecified acute lower respiratory infection | Unspecified acute lower respiratory infection |
chest which dx'd PNA | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
chest/R shoulder pain | M25.519 | Pain in unspecified shoulder | Pain in unspecified shoulder |
Cheyne-Stokes breathing | R06.3 | Periodic breathing | Periodic breathing |
CHF ( end stage | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF (Cardiomyopathy | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF (diastolic | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
CHF (grade I diastolic dysfunction | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
CHF (known cardiomyopathy | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF (SHF) - EF depressed | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF (Systolic | I50.20 | Unspecified systolic (congestive) heart failure | Unspecified systolic (congestive) heart failure |
CHF , CKD | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF - mild | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF acute systolic | I50.21 | Acute systolic (congestive) heart failure | Acute systolic (congestive) heart failure |
CHF and paroxysmal atrial | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF as described above, with focal | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF EXACERBATION | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF Lupus | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF pattern Atelectasis | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF systolic / NYHA Class II | I50.20 | Unspecified systolic (congestive) heart failure | Unspecified systolic (congestive) heart failure |
CHF therapy | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF Tobacco abuse | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF was managed with dialysis | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF will plan for conservative therapy | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF with known GI bleed | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, ESRD | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, hypertension | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF, urinary retention. | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
CHF/diastolic | I50.30 | Unspecified diastolic (congestive) heart failure | Unspecified diastolic (congestive) heart failure |
CHF: uNSPECIFIED | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
Chiari malformation | Q07.00 | Arnold-Chiari syndrome without spina bifida or hydrocephalus | Arnold-Chiari syndrome without spina bifida or hydrocephalus |
chigger bites | B88.0 | Other acariasis | Other acariasis |
childhood asthma well controlled | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
chills after the patient finished chemotherapy | Z92.21 | Personal history of antineoplastic chemotherapy | Personal history of antineoplastic chemotherapy |
chills nausea vomiting | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
chlamydia cover for STD | A56.8 | Sexually transmitted chlamydial infection of other sites | Sexually transmitted chlamydial infection of other sites |
chlamydia dysuria | R30.0 | Dysuria | Dysuria |
chlamydia PCR, RPR with reflex | A74.9 | Chlamydial infection, unspecified | Chlamydial infection, unspecified |
Cholecystitis with Hydrops | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
cholecystitis with necrotic | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
Cholecystitis with septic shock | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
choledocholithiasis, symptomatic | 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, viral | 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 | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
Cholelithiasis -Stable | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis and dilated gallbladder | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
Cholelithiasis and sludge in the gallbladder | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis in the gallbladder | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
cholelithiasis w/o cholecystitis | K80.10 | Calculus of gallbladder w chronic cholecyst w/o obstruction | Calculus of gallbladder with chronic cholecystitis without obstruction |
Cholelithiasis w/o obstruction | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
cholelithiasis with nausea | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
Cholelithiasis, 2) Urinary Tract Infection | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
CHOLELITHIASIS, LEUKOCYTOSIS | K80.20 | Calculus of gallbladder w/o cholecystitis w/o obstruction | Calculus of gallbladder without cholecystitis without obstruction |
chondritis | M94.8X9 | Other specified disorders of cartilage, unspecified sites | Other specified disorders of cartilage, unspecified sites |
chondromalacia left knee | M22.42 | Chondromalacia patellae, left knee | Chondromalacia patellae, left knee |
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.