docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
mild atelectasis in the right lower lobe | J98.11 | Atelectasis | Atelectasis |
Mild atelectasis, left lung base | J98.11 | Atelectasis | Atelectasis |
Mild bibasilar pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
mild bilateral pulmonary edema | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
MILD BPH | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
Mild Broca's Aphasia | R47.01 | Aphasia | Aphasia |
mild bronchiolitis | J21.9 | Acute bronchiolitis, unspecified | Acute bronchiolitis, unspecified |
mild cardiac heart disease | I51.9 | Heart disease, unspecified | Heart disease, unspecified |
mild case of COVID | U07.1 | COVID-19 | COVID-19 |
mild cholecystitis, CT L spine | K81.9 | Cholecystitis, unspecified | Cholecystitis, unspecified |
mild cholestasis | K83.1 | Obstruction of bile duct | Obstruction of bile duct |
mild component of prerenal azotemia | R39.2 | Extrarenal uremia | Extrarenal uremia |
mild compression fractures at L3 | M48.56XA | Collapsed vertebra, NEC, lumbar region, init | Collapsed vertebra, not elsewhere classified, lumbar region, initial encounter for fracture |
Mild coronary artery atherosclerosis | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Mild degenerative disc disease at C3 | M51.36 | Other intervertebral disc degeneration, lumbar region | Other intervertebral disc degeneration, lumbar region |
mild developing enteritis | K52.9 | Noninfective gastroenteritis and colitis, unspecified | Noninfective gastroenteritis and colitis, unspecified |
mild diarrhea | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
mild disk herniation | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
mild DJD | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Mild dysmetria | R27.8 | Other lack of coordination | Other lack of coordination |
mild electrolyte abnormality | E87.8 | Oth disorders of electrolyte and fluid balance, NEC | Other disorders of electrolyte and fluid balance, not elsewhere classified |
mild elevated cpk | R74.8 | Abnormal levels of other serum enzymes | Abnormal levels of other serum enzymes |
mild elevation of troponins | R79.89 | Other specified abnormal findings of blood chemistry | Other specified abnormal findings of blood chemistry |
Mild emphysema | J43.9 | Emphysema, unspecified | Emphysema, unspecified |
mild epididymitis | N45.1 | Epididymitis | Epididymitis |
Mild esophageal reflux | K21.9 | Gastro-esophageal reflux disease without esophagitis | Gastro-esophageal reflux disease without esophagitis |
MILD FIRST DEGREE av BLOCK | I44.0 | Atrioventricular block, first degree | Atrioventricular block, first degree |
mild food allergy | L27.2 | Dermatitis due to ingested food | Dermatitis due to ingested food |
mild gynecomastia | N62 | Hypertrophy of breast | Hypertrophy of breast |
Mild hepatomegaly | R16.0 | Hepatomegaly, not elsewhere classified | Hepatomegaly, not elsewhere classified |
Mild Herniated Disc | M50.80 | Other cervical disc disorders, unspecified cervical region | Other cervical disc disorders, unspecified cervical region |
mild hyperammonemia | E72.20 | Disorder of urea cycle metabolism, unspecified | Disorder of urea cycle metabolism, unspecified |
mild hyperglycemia in known diabetic | R73.9 | Hyperglycemia, unspecified | Hyperglycemia, unspecified |
Mild hyperkalmeia | E87.5 | Hyperkalemia | Hyperkalemia |
mild hypervolemia | E87.70 | Fluid overload, unspecified | Fluid overload, unspecified |
mild hypokalemia - oral | E87.6 | Hypokalemia | Hypokalemia |
Mild hyponatremia | E87.1 | Hypo-osmolality and hyponatremia | Hypo-osmolality and hyponatremia |
mild intermittent chest discomfort | R07.89 | Other chest pain | Other chest pain |
mild interstitial pneumonitis | J84.89 | Other specified interstitial pulmonary diseases | Other specified interstitial pulmonary diseases |
mild left chest pressure | R07.89 | Other chest pain | Other chest pain |
Mild left hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
Mild left lower lobe pneumonia | J18.1 | Lobar pneumonia, unspecified organism | Lobar pneumonia, unspecified organism |
mild leg swelling | M79.89 | Other specified soft tissue disorders | Other specified soft tissue disorders |
mild nauseous | R11.0 | Nausea | Nausea |
mild oral thrush | B37.0 | Candidal stomatitis | Candidal stomatitis |
mild osteopenia | M85.80 | Oth disrd of bone density and structure, unspecified site | Other specified disorders of bone density and structure, unspecified site |
mild otitis externa of the right ear | H60.91 | Unspecified otitis externa, right ear | Unspecified otitis externa, right ear |
mild pain right shoulder | M25.511 | Pain in right shoulder | Pain in right shoulder |
mild peri-scar ischemia | 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 |
Mild perihepatic ascites | R18.8 | Other ascites | Other ascites |
mild periumbilical to right flank pain | R10.31 | Right lower quadrant pain | Right lower quadrant pain |
Mild polyarticular osteoarthrosis | M15.9 | Polyosteoarthritis, unspecified | Polyosteoarthritis, unspecified |
Mild protein calorie malnutrition | E44.1 | Mild protein-calorie malnutrition | Mild protein-calorie malnutrition |
mild pruritus | L29.9 | Pruritus, unspecified | Pruritus, unspecified |
mild rash to the right side of her face | R21 | Rash and other nonspecific skin eruption | Rash and other nonspecific skin eruption |
mild rectal bleeding | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
mild residual bibasilar atelectasis | J98.11 | Atelectasis | Atelectasis |
mild resp distress | R06.00 | Dyspnea, unspecified | Dyspnea, unspecified |
mild rib pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
Mild right pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
mild right-sided hydroureter | N13.4 | Hydroureter | Hydroureter |
Mild scattered colonic diverticulosis | K57.30 | Dvrtclos of lg int w/o perforation or abscess w/o bleeding | Diverticulosis of large intestine without perforation or abscess without bleeding |
mild sinus infection | J32.9 | Chronic sinusitis, unspecified | Chronic sinusitis, unspecified |
mild sinus tachycardia | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Mild soreness in groin | R49.8 | Other voice and resonance disorders | Other voice and resonance disorders |
Mild subcarinal lymphadenopathy | R59.1 | Generalized enlarged lymph nodes | Generalized enlarged lymph nodes |
Mild subsegmental atelectasis | J98.11 | Atelectasis | Atelectasis |
mild substernal chest pain | R07.89 | Other chest pain | Other chest pain |
mild symptoms of fluid overload | E87.70 | Fluid overload, unspecified | Fluid overload, unspecified |
Mild thrombocytopenia | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
mild to moderate pulmonary edema | J81.1 | Chronic pulmonary edema | Chronic pulmonary edema |
Mild to moderate arthritic changes of the left wrist | M19.032 | Primary osteoarthritis, left wrist | Primary osteoarthritis, left wrist |
mild to moderate CAD involving right coronary | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Mild to moderate constipation | K59.00 | Constipation, unspecified | Constipation, unspecified |
mild to moderate leukopenia | D72.819 | Decreased white blood cell count, unspecified | Decreased white blood cell count, unspecified |
mild to moderate mitral stenosis | I34.2 | Nonrheumatic mitral (valve) stenosis | Nonrheumatic mitral (valve) stenosis |
Mild to moderate right-sided hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
mild Urinary retention | R33.9 | Retention of urine, unspecified | Retention of urine, unspecified |
mild urinary tract infection 5) left upper arm | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
Mild ventricular systolic dysfunction | I51.9 | Heart disease, unspecified | Heart disease, unspecified |
mild vertigo | R42 | Dizziness and giddiness | Dizziness and giddiness |
mild-to-moderate aortic insufficiency | I35.1 | Nonrheumatic aortic (valve) insufficiency | Nonrheumatic aortic (valve) insufficiency |
mild-to-moderate left-sided hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
mild-to-moderate mitral insufficiency | I34.0 | Nonrheumatic mitral (valve) insufficiency | Nonrheumatic mitral (valve) insufficiency |
Mild-to-moderate periportal edema | R60.9 | Edema, unspecified | Edema, unspecified |
minor pain in chest | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
minor paranoia | F22 | Delusional disorders | Delusional disorders |
minor patellofemoral arthrosis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
mitral valve" (stenosis | I34.2 | Nonrheumatic mitral (valve) stenosis | Nonrheumatic mitral (valve) stenosis |
mixed density subdural hematoma | I62.00 | Nontraumatic subdural hemorrhage, unspecified | Nontraumatic subdural hemorrhage, unspecified |
Mixed hyperlipidemia | E78.2 | Mixed hyperlipidemia | Mixed hyperlipidemia |
Moderate aortic insufficiency | I35.1 | Nonrheumatic aortic (valve) insufficiency | Nonrheumatic aortic (valve) insufficiency |
moderate pulmonary HTN | I27.20 | Pulmonary hypertension, unspecified | Pulmonary hypertension, unspecified |
Moderate allergic reaction | T78.40XA | Allergy, unspecified, initial encounter | Allergy, unspecified, initial encounter |
Moderate Anemia: Strat oral | D64.9 | Anemia, unspecified | Anemia, unspecified |
moderate arthrosis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
moderate ascites, gallbladder | R18.8 | Other ascites | Other ascites |
moderate bibasilar atelectasis | J98.11 | Atelectasis | Atelectasis |
moderate chronic hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
moderate COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
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.