docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
constipated and was started on bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipated straining to have a bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipated, gastritis was found EGD. | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipated.He has pain | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipation (only 1 bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipation back | K59.00 | Constipation, unspecified | Constipation, unspecified |
constipation of colon | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipation, Fecal Impaction ] | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipation: Bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
Constipation: Cont bowel | K59.00 | Constipation, unspecified | Constipation, unspecified |
contact dermatitis will write for steroids | L25.9 | Unspecified contact dermatitis, unspecified cause | Unspecified contact dermatitis, unspecified cause |
contracture and revision of the knee | M24.569 | Contracture, unspecified knee | Contracture, unspecified knee |
controlled as well as the hypokalemia | E87.6 | Hypokalemia | Hypokalemia |
controlled HTN | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
controlled Hyponatremia | E87.1 | Hypo-osmolality and hyponatremia | Hypo-osmolality and hyponatremia |
contusion | S00.10XA | Contusion of unsp eyelid and periocular area, init encntr | Contusion of unspecified eyelid and periocular area, initial encounter |
contusion | S00.531A | Contusion of lip, initial encounter | Contusion of lip, initial encounter |
contusion | S36.029A | Unspecified contusion of spleen, initial encounter | Unspecified contusion of spleen, initial encounter |
contusion | S36.520A | Contusion of ascending [right] colon, initial encounter | Contusion of ascending [right] colon, initial encounter |
contusion head | S00.93XA | Contusion of unspecified part of head, initial encounter | Contusion of unspecified part of head, initial encounter |
contusion left breast | S20.02XA | Contusion of left breast, initial encounter | Contusion of left breast, initial encounter |
contusion of abdominal wall | S30.1XXA | Contusion of abdominal wall, initial encounter | Contusion of abdominal wall, initial encounter |
contusion of the chest | S20.219A | Contusion of unspecified front wall of thorax, init encntr | Contusion of unspecified front wall of thorax, initial encounter |
Contusion R Forearm | S50.10XA | Contusion of unspecified forearm, initial encounter | Contusion of unspecified forearm, initial encounter |
contusion right chest wall | S20.211A | Contusion of right front wall of thorax, initial encounter | Contusion of right front wall of thorax, initial encounter |
Contusion right elbow | S50.01XA | Contusion of right elbow, initial encounter | Contusion of right elbow, initial encounter |
Contusion right foot | S90.31XA | Contusion of right foot, initial encounter | Contusion of right foot, initial encounter |
contusion to L elbow | S50.00XA | Contusion of unspecified elbow, initial encounter | Contusion of unspecified elbow, initial encounter |
contusion to right foot | S90.31XA | Contusion of right foot, initial encounter | Contusion of right foot, initial encounter |
Contusion, R shoulder | S40.019A | Contusion of unspecified shoulder, initial encounter | Contusion of unspecified shoulder, initial encounter |
contusion, right breast | S20.01XA | Contusion of right breast, initial encounter | Contusion of right breast, initial encounter |
Conus | Q14.8 | Other congenital malformations of posterior segment of eye | Other congenital malformations of posterior segment of eye |
COPD -CHF | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
COPD asthma | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
COPD exac resolved Mod | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
COPD exacerbation #2 urinary tract infection | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
COPD exacerbation the plan is to continue steroids | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
COPD exacerbation w/ hypoxia | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
COPD exacerbation wtih mild | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
copd exacerbation, pleural effusion | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
COPD lumbar | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD O2 dependent | Z99.81 | Dependence on supplemental oxygen | Dependence on supplemental oxygen |
COPD osteomyelitis | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD presenting to the ED for nausea | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD stroke | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD with acute exacerbation | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD with exacerbation | J44.1 | Chronic obstructive pulmonary disease w (acute) exacerbation | Chronic obstructive pulmonary disease with (acute) exacerbation |
COPD with multiple | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, anxiety | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, chronic kidney disease | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, Diabetic | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, Dysphagia | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, end-stage renal disease. | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, getting chemo. | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, hypothyroidism. | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, neuropathy | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, Pneumonia | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, several bouts of pneumonia | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, some chronic kidney disease. | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD, Stroke | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
COPD.Bandage to L hip | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
cord myelomalacia | G95.89 | Other specified diseases of spinal cord | Other specified diseases of spinal cord |
cornea reflex | R29.2 | Abnormal reflex | Abnormal reflex |
corneal and pupillary reflex | R29.2 | Abnormal reflex | Abnormal reflex |
coronary and aortic atherosclerotic vascular disease | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary and aortic atherosclerotic vascular disease | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary angioplasty | Z98.61 | Coronary angioplasty status | Coronary angioplasty status |
coronary artery bypass graft | Z95.1 | Presence of aortocoronary bypass graft | Presence of aortocoronary bypass graft |
coronary artery disease heart | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary artery disease in arteries | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary artery disease where the right coronary artery is 100% occluded at the ostium | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary artery disease with a cardiac bypass | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Coronary artery disease with cardiac catheterization | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Coronary Artery Disease, Asthma | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary artery disease, benign | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary artery disease, diabetes mellitus type | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary artery disease, elevated left ventricular | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Coronary heart disease | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
coronary vascular disease | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
coronavirus 11 days back | U07.1 | COVID-19 | COVID-19 |
coronavirus pneumonia | U07.1 | COVID-19 | COVID-19 |
coronavirus pneumonia causes sepsis | J12.89 | Other viral pneumonia | Other viral pneumonia |
coronavirus pneumonia causes sepsis | U07.1 | COVID-19 | COVID-19 |
coronavirus test, strep test | B97.29 | Oth coronavirus as the cause of diseases classd elswhr | Other coronavirus as the cause of diseases classified elsewhere |
coronavirus, flu test. | B97.29 | Oth coronavirus as the cause of diseases classd elswhr | Other coronavirus as the cause of diseases classified elsewhere |
coronavirus, rash | U07.1 | COVID-19 | COVID-19 |
Costochondritis | M94.0 | Chondrocostal junction syndrome [Tietze] | Chondrocostal junction syndrome [Tietze] |
costochondritis, pneumonia | M94.0 | Chondrocostal junction syndrome [Tietze] | Chondrocostal junction syndrome [Tietze] |
Cough likely secondary to bronchitis | J40 | Bronchitis, not specified as acute or chronic | Bronchitis, not specified as acute or chronic |
Coughing severe | R05 | Cough | Cough |
Coumadin | T45.515A | Adverse effect of anticoagulants, initial encounter | Adverse effect of anticoagulants, initial encounter |
Coumadin for CVA | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
coumadin S/P AICD | Z95.810 | Presence of automatic (implantable) cardiac defibrillator | Presence of automatic (implantable) cardiac defibrillator |
Counseling regarding tobacco | Z72.0 | Tobacco use | Tobacco use |
counselor | Z71.9 | Counseling, unspecified | Counseling, unspecified |
Covid 19 pneumonia in the lung | U07.1 | COVID-19 | COVID-19 |
COVID 19 infection | U07.1 | COVID-19 | COVID-19 |
COVID encephalopathy | U07.1 | COVID-19 | COVID-19 |
COVID (clean cardiac | U07.1 | COVID-19 | COVID-19 |
COVID 19 infection | U07.1 | COVID-19 | COVID-19 |
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.