docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
anemia - has iron def | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
anemia - likely anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia - likely from blood loss | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
anemia - likely GI bleed | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
ANemia - Peripheral | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia - seems like acute on chronic | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia associated with end-stage renal disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
anemia chronic illness | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia from chemotherapy | T45.1X5A | Adverse effect of antineoplastic and immunosup drugs, init | Adverse effect of antineoplastic and immunosuppressive drugs, initial encounter |
ANEMIA from Chronic Blood loss | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
anemia from the fistula | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia hemoglobin is 11 which is stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia Hypokalemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia in chronic illness | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
anemia includes bone marrow | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia kidney disease | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia labs show iron deficiency | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
anemia likely due to chronic disease | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
anemia likely due to nutritional | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia of acute blood loss | D62 | Acute posthemorrhagic anemia | Acute posthemorrhagic anemia |
Anemia of chronic disease associated with end-stage renal disease | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
Anemia of chronic disease due to repeated infection | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
anemia of chronic disease, gout. | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
anemia of renal failure | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia on esa met bone | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia secondary to a GI bleed | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
Anemia secondary to gastrointestinal bleed | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia secondary to the neoplastic disease | D63.0 | Anemia in neoplastic disease | Anemia in neoplastic disease |
anemia seen in ED for body | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia supected iron def | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
anemia who underwent a Radical resection of tumor | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia who was admitted for a laparoscopic gastric | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia, acute | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia, Arthritis | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia, can be associated with end-stage renal disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
anemia, choledocholithiasis | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia, combination of acute blood loss | D62 | Acute posthemorrhagic anemia | Acute posthemorrhagic anemia |
anemia, CVA | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia, orthostatic hypotension | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia, rheumatoid arthritis | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia, secondary to chronic kidney disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
anemia, sense of heart disease | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia, symptomatic. | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia, with vitamin B12 | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia: Unspecified | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemic, requiring transfusion. | D64.9 | Anemia, unspecified | Anemia, unspecified |
aneurysms of the anterior | I72.9 | Aneurysm of unspecified site | Aneurysm of unspecified site |
angina, dyspnea | I20.9 | Angina pectoris, unspecified | Angina pectoris, unspecified |
angina, specifically unstable | I20.9 | Angina pectoris, unspecified | Angina pectoris, unspecified |
angina, though currently stable | I20.9 | Angina pectoris, unspecified | Angina pectoris, unspecified |
angiodysplasia duodenum | K31.819 | Angiodysplasia of stomach and duodenum without bleeding | Angiodysplasia of stomach and duodenum without bleeding |
Angiodysplasia gastric | K31.819 | Angiodysplasia of stomach and duodenum without bleeding | Angiodysplasia of stomach and duodenum without bleeding |
angioedema | T78.3XXA | Angioneurotic edema, initial encounter | Angioneurotic edema, initial encounter |
ankle edema | R60.9 | Edema, unspecified | Edema, unspecified |
ankle injury- n/v | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
ankle laceration | S91.019A | Laceration without foreign body, unsp ankle, init encntr | Laceration without foreign body, unspecified ankle, initial encounter |
ankle pain, swelling | M25.579 | Pain in unspecified ankle and joints of unspecified foot | Pain in unspecified ankle and joints of unspecified foot |
ankle she mentioned that she noticed pain | M25.579 | Pain in unspecified ankle and joints of unspecified foot | Pain in unspecified ankle and joints of unspecified foot |
ankle, Pseudomonas aeruginosa and MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
ankylosis of the hip | M24.659 | Ankylosis, unspecified hip | Ankylosis, unspecified hip |
Ankylosis of the right hip | M24.651 | Ankylosis, right hip | Ankylosis, right hip |
annular pancreas | Q45.1 | Annular pancreas | Annular pancreas |
Anorectal abscess | K61.2 | Anorectal abscess | Anorectal abscess |
anorexia nervosa | Z86.59 | Personal history of other mental and behavioral disorders | Personal history of other mental and behavioral disorders |
anoxic brain injury After resuscitation from cardiac arrest | G93.1 | Anoxic brain damage, not elsewhere classified | Anoxic brain damage, not elsewhere classified |
Anoxic encephalopathy after having a cardiac arrest | G93.1 | Anoxic brain damage, not elsewhere classified | Anoxic brain damage, not elsewhere classified |
Anoxic encephalopathy leads to dysphagia | G93.1 | Anoxic brain damage, not elsewhere classified | Anoxic brain damage, not elsewhere classified |
anterior chest tightness | R07.89 | Other chest pain | Other chest pain |
anterior fascicular block | I44.60 | Unspecified fascicular block | Unspecified fascicular block |
anterior upper chest pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
Anterolateral MI | I21.3 | ST elevation (STEMI) myocardial infarction of unsp site | ST elevation (STEMI) myocardial infarction of unspecified site |
anterolisthesis of L4 | M43.16 | Spondylolisthesis, lumbar region | Spondylolisthesis, lumbar region |
anterolisthesis of C7 | M43.10 | Spondylolisthesis, site unspecified | Spondylolisthesis, site unspecified |
anterolisthesis of L4 over L5 | M43.10 | Spondylolisthesis, site unspecified | Spondylolisthesis, site unspecified |
anteroseptal wall thrombus | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
anticoagulation given hematuria | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
antiphospholipid syndrome | D68.61 | Antiphospholipid syndrome | Antiphospholipid syndrome |
anus showed a Hartmann pouch | K82.8 | Other specified diseases of gallbladder | Other specified diseases of gallbladder |
Anxiety disorder prn anxiolytics | F13.980 | Sedatv/hyp/anxiolytc use, unsp w anxiety disorder | Sedative, hypnotic or anxiolytic use, unspecified with sedative, hypnotic or anxiolytic-induced anxiety disorder |
anxiety seen in ED for abdominal | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
Anxiety with depression | F34.1 | Dysthymic disorder | Dysthymic disorder |
anxiety, neuropathy | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, depression | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, arthritis | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
Anxiety, CKD. | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, depression for years. | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, dyspnea | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, kidney | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, reflux | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, renal | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, which was controlled | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, wilms tumor as children | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
Anxiety/Depression, Tobacco | F34.1 | Dysthymic disorder | Dysthymic disorder |
AORTIC ABDOMINAL ANEURYSM | I71.4 | Abdominal aortic aneurysm, without rupture | Abdominal aortic aneurysm, without rupture |
aortic or mitral valve regurgitation | I34.0 | Nonrheumatic mitral (valve) insufficiency | Nonrheumatic mitral (valve) insufficiency |
Aortic valve disease - combination of stenosis | I35.9 | Nonrheumatic aortic valve disorder, unspecified | Nonrheumatic aortic valve disorder, unspecified |
aortic valve vegetations | I33.0 | Acute and subacute infective endocarditis | Acute and subacute infective endocarditis |
aortic valve was sclerotic | I35.8 | Other nonrheumatic aortic valve disorders | Other nonrheumatic aortic valve disorders |
aortic valvular disease | I35.9 | Nonrheumatic aortic valve disorder, unspecified | Nonrheumatic aortic valve disorder, unspecified |
Aphasic with R facial droop | R47.01 | Aphasia | Aphasia |
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.