docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
moderate croup | J05.0 | Acute obstructive laryngitis [croup] | Acute obstructive laryngitis [croup] |
Moderate dependent pericardial effusion | I31.3 | Pericardial effusion (noninflammatory) | Pericardial effusion (noninflammatory) |
Moderate depressive disorder | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
Moderate fat-containing right inguinal hernia | K40.90 | Unil inguinal hernia, w/o obst or gangr, not spcf as recur | Unilateral inguinal hernia, without obstruction or gangrene, not specified as recurrent |
moderate global encephalopathy | G93.40 | Encephalopathy, unspecified | Encephalopathy, unspecified |
moderate hiatus hernia | K44.9 | Diaphragmatic hernia without obstruction or gangrene | Diaphragmatic hernia without obstruction or gangrene |
moderate in size _____hemodialysis | Z99.2 | Dependence on renal dialysis | Dependence on renal dialysis |
Moderate iron DEficiency Anemia: Strat oral | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
moderate left hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
Moderate multifocal patchy pulmonary infiltrate | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
moderate Parkinson's | G20 | Parkinson's disease | Parkinson's disease |
moderate pedal edema | R60.9 | Edema, unspecified | Edema, unspecified |
moderate pharyngeal dysphagia | R13.13 | Dysphagia, pharyngeal phase | Dysphagia, pharyngeal phase |
moderate postoperative anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
moderate protein-calorie malnutrition | E44.0 | Moderate protein-calorie malnutrition | Moderate protein-calorie malnutrition |
moderate R-sided hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
moderate right knee osteoarthritis | M17.11 | Unilateral primary osteoarthritis, right knee | Unilateral primary osteoarthritis, right knee |
Moderate right knee pain | M25.561 | Pain in right knee | Pain in right knee |
moderate right upper quadrant pain radiating to his back | R10.11 | Right upper quadrant pain | Right upper quadrant pain |
moderate size right pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
Moderate sized fat-containing umbilical hernia | K42.9 | Umbilical hernia without obstruction or gangrene | Umbilical hernia without obstruction or gangrene |
moderate sized posterior pericardial effusion | I31.3 | Pericardial effusion (noninflammatory) | Pericardial effusion (noninflammatory) |
Moderate sized right loculated pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
moderate tachypnea | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
Moderate to severe canal stenosis | M48.00 | Spinal stenosis, site unspecified | Spinal stenosis, site unspecified |
moderate to severe pharyngeal dysphagia | R13.13 | Dysphagia, pharyngeal phase | Dysphagia, pharyngeal phase |
Moderate to large pericardial effusion | I31.3 | Pericardial effusion (noninflammatory) | Pericardial effusion (noninflammatory) |
Moderate to large right pleural effusion | J90 | Pleural effusion, not elsewhere classified | Pleural effusion, not elsewhere classified |
moderate to severe central canal stenosis at L5-S1 | M48.00 | Spinal stenosis, site unspecified | Spinal stenosis, site unspecified |
moderate to severe left hydronephrosis | N13.30 | Unspecified hydronephrosis | Unspecified hydronephrosis |
moderate to severe mitral regurgitation | I34.0 | Nonrheumatic mitral (valve) insufficiency | Nonrheumatic mitral (valve) insufficiency |
moderate volume ascites | R18.8 | Other ascites | Other ascites |
moderate-to-severe COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
moderate-to-severe Parkinson's disease | G20 | Parkinson's disease | Parkinson's disease |
MOF | I42.3 | Endomyocardial (eosinophilic) disease | Endomyocardial (eosinophilic) disease |
molar tooth pain | K08.9 | Disorder of teeth and supporting structures, unspecified | Disorder of teeth and supporting structures, unspecified |
mononeuritis | G58.8 | Other specified mononeuropathies | Other specified mononeuropathies |
morbid obesity was admitted for laparoscopic gastric | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
morbid obesity admitted for cellulitis | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
Morbid obesity Constipation | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
Morbid obesity lupus | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
Morbid obesity systemic lupus erythematosus | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
Morbid obesity with hypoxia | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
morbid obesity with splenomegaly | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
morbid obesity, CKD. | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
morbidly obese and having preexisting coronary artery | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
morbidly obese male with past medical history significant for diabetes mellitus, diabetic | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
morbidly obese white male with a past medical history significant for hypertension, COPD, sleep apnea | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
morbidly obese with BMI above 50 who has multiple | E66.01 | Morbid (severe) obesity due to excess calories | Morbid (severe) obesity due to excess calories |
mouth breathing | R06.5 | Mouth breathing | Mouth breathing |
mouth cancer | C06.9 | Malignant neoplasm of mouth, unspecified | Malignant neoplasm of mouth, unspecified |
mouth daily 330ml ACTIVE box once a day for severe malnutrition | E43 | Unspecified severe protein-calorie malnutrition | Unspecified severe protein-calorie malnutrition |
mouth daily for dyslipidemia | E78.5 | Hyperlipidemia, unspecified | Hyperlipidemia, unspecified |
mouth given for agitation | R45.1 | Restlessness and agitation | Restlessness and agitation |
mouth until nausea | R11.0 | Nausea | Nausea |
MRSA - PNA | J15.212 | Pneumonia due to Methicillin resistant Staphylococcus aureus | Pneumonia due to Methicillin resistant Staphylococcus aureus |
MRSA aortic valve | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MRSA drug | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MRSA infection | Z86.14 | Personal history of methicillin resis staph infection | Personal history of Methicillin resistant Staphylococcus aureus infection |
MRSA infection, left knee | Z86.14 | Personal history of methicillin resis staph infection | Personal history of Methicillin resistant Staphylococcus aureus infection |
MRSA left ischial wound | S71.002A | Unspecified open wound, left hip, initial encounter | Unspecified open wound, left hip, initial encounter |
MRSA of left hip | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MRSA PCR came back | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MRSA PCR nasal | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MRSA screen | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MRSA screening | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MRSA, MSSA as | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
MSSA infection | A49.01 | Methicillin suscep staph infection, unsp site | Methicillin susceptible Staphylococcus aureus infection, unspecified site |
MSSA Lt forearm | A49.01 | Methicillin suscep staph infection, unsp site | Methicillin susceptible Staphylococcus aureus infection, unspecified site |
MSSA the other culture is showing Gram-positive cocci | A49.01 | Methicillin suscep staph infection, unsp site | Methicillin susceptible Staphylococcus aureus infection, unspecified site |
mucormycosis | B46.5 | Mucormycosis, unspecified | Mucormycosis, unspecified |
mucus in stool | R19.5 | Other fecal abnormalities | Other fecal abnormalities |
multiple comorbidities my recommendation would be to have patient DNR | Z66 | Do not resuscitate | Do not resuscitate |
multiple _____ CAD | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Multiple additional bilateral pulmonary nodules | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
multiple AMA | Z53.29 | Proc/trtmt not crd out bec pt decision for oth reasons | Procedure and treatment not carried out because of patient's decision for other reasons |
multiple bilateral pulmonary nodules | R91.8 | Other nonspecific abnormal finding of lung field | Other nonspecific abnormal finding of lung field |
multiple bouts of nausea/vomiting | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
multiple chronic medical problems including diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
multiple comorbidities including pulmonary fibrosis | J84.10 | Pulmonary fibrosis, unspecified | Pulmonary fibrosis, unspecified |
multiple conservative treatments for obesity | E66.9 | Obesity, unspecified | Obesity, unspecified |
multiple 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 |
multiple cyst involving kidney | N28.1 | Cyst of kidney, acquired | Cyst of kidney, acquired |
multiple depression | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
multiple diarrhea | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
multiple distal ureteral calculi | N20.1 | Calculus of ureter | Calculus of ureter |
multiple episodes of vomiting | R11.10 | Vomiting, unspecified | Vomiting, unspecified |
multiple episodes of elevated blood pressure | R03.0 | Elevated blood-pressure reading, w/o diagnosis of htn | Elevated blood-pressure reading, without diagnosis of hypertension |
multiple episodes of diverticulitis | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
multiple etiology including severe hyponatremia | E87.1 | Hypo-osmolality and hyponatremia | Hypo-osmolality and hyponatremia |
multiple etiology including urinary tract infection | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
multiple factors including UTI | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
multiple head injuries | S15.8XXA | Injury of oth blood vessels at neck level, init encntr | Injury of other specified blood vessels at neck level, initial encounter |
multiple health problems including atrial fibrillation | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
Multiple hospitalizations for DKA | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
multiple HTN | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Multiple incidental thyroid nodules | E04.1 | Nontoxic single thyroid nodule | Nontoxic single thyroid nodule |
multiple intraabdominal mesenteric abscess | K65.1 | Peritoneal abscess | Peritoneal abscess |
multiple issues including COVID-19 pneumonia | J12.89 | Other viral pneumonia | Other viral pneumonia |
multiple issues including COVID-19 pneumonia | 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.