docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Anemia acute on chronic | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia associated with chronic disease | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
anemia BIB EMS for syncope | R55 | Syncope and collapse | Syncope and collapse |
anemia COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
Anemia due to the hematuria | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia Elevated creatinine | R94.4 | Abnormal results of kidney function studies | Abnormal results of kidney function studies |
Anemia from blood loss | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
anemia gets esa in hd | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia is stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia jaundice | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia microcytic anemia | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
anemia of chronic | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia of chronic disease - ESA with HD | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
anemia of chronic disease due to CKD | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
ANEMIA OF CHRONIC DISEASE SPLENIC | D63.8 | Anemia in other chronic diseases classified elsewhere | Anemia in other chronic diseases classified elsewhere |
anemia of chronic renal disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
anemia of renal disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
Anemia on chronic kidney disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
anemia on end-stage renal disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
Anemia post op acute blood loss | D62 | Acute posthemorrhagic anemia | Acute posthemorrhagic anemia |
Anemia related to ESRD | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
anemia secondary to chemotherapy | D64.81 | Anemia due to antineoplastic chemotherapy | Anemia due to antineoplastic chemotherapy |
Anemia secondary to the end-stage renal disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
Anemia secondary to the renal failure | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia seen in ED for asthma | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia seen in ED for chest | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia seen in ED for increased knee | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia shortness of breath | R06.02 | Shortness of breath | Shortness of breath |
anemia with CKD | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
Anemia, COPD | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia, dementia admitted | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia, diarrhea | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia, due to ESRD | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
Anemia, from acute blood loss | D62 | Acute posthemorrhagic anemia | Acute posthemorrhagic anemia |
Anemia, likely from the chronic kidney disease | D63.1 | Anemia in chronic kidney disease | Anemia in chronic kidney disease |
Anemia, likely secondary to acute blood loss | D62 | Acute posthemorrhagic anemia | Acute posthemorrhagic anemia |
anemia, R salivary gland | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia, which is stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia, with leukocytosis | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia: Cont oral | D64.9 | Anemia, unspecified | Anemia, unspecified |
Anemia: Moderate | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemia: Secondary to GI bleeding | D50.0 | Iron deficiency anemia secondary to blood loss (chronic) | Iron deficiency anemia secondary to blood loss (chronic) |
Anemia: slight | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemic due to gi bleed | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemic secondary to excessive | D64.9 | Anemia, unspecified | Anemia, unspecified |
anemic, she is stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
anesthesia became hypotensive | I95.9 | Hypotension, unspecified | Hypotension, unspecified |
aneurysmal bone cyst | M85.50 | Aneurysmal bone cyst, unspecified site | Aneurysmal bone cyst, unspecified site |
Angina pectoris [chest pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
anginal equivalent | I20.8 | Other forms of angina pectoris | Other forms of angina pectoris |
angioedema of the face | T78.3XXA | Angioneurotic edema, initial encounter | Angioneurotic edema, initial encounter |
ankle or knee pain | M25.569 | Pain in unspecified knee | Pain in unspecified knee |
ankle or knee pain | M25.579 | Pain in unspecified ankle and joints of unspecified foot | Pain in unspecified ankle and joints of unspecified foot |
ankle replacement | Z96.669 | Presence of unspecified artificial ankle joint | Presence of unspecified artificial ankle joint |
ankle states that she has pain | M25.579 | Pain in unspecified ankle and joints of unspecified foot | Pain in unspecified ankle and joints of unspecified foot |
Ankylosis -- arthrofibrosis | M24.60 | Ankylosis, unspecified joint | Ankylosis, unspecified joint |
anorectal melanoma | C43.9 | Malignant melanoma of skin, unspecified | Malignant melanoma of skin, unspecified |
anoxic brain injury secondary to the cardiac arrest | G93.1 | Anoxic brain damage, not elsewhere classified | Anoxic brain damage, not elsewhere classified |
anoxic brain injury, seizure | G93.1 | Anoxic brain damage, not elsewhere classified | Anoxic brain damage, not elsewhere classified |
anterior and posterior spinal fusion | M43.20 | Fusion of spine, site unspecified | Fusion of spine, site unspecified |
anterior approach the patient has severe pancreatitis | K85.90 | Acute pancreatitis without necrosis or infection, unsp | Acute pancreatitis without necrosis or infection, unspecified |
anterior fat pad | E65 | Localized adiposity | Localized adiposity |
anterior liver abscess | K75.0 | Abscess of liver | Abscess of liver |
Anterior MI | I21.09 | STEMI involving oth coronary artery of anterior wall | ST elevation (STEMI) myocardial infarction involving other coronary artery of anterior wall |
Anterior pannus | H16.429 | Pannus (corneal), unspecified eye | Pannus (corneal), unspecified eye |
Anterior skin thickening | R23.4 | Changes in skin texture | Changes in skin texture |
anterior ST-elevation myocardial infarction | I21.09 | STEMI involving oth coronary artery of anterior wall | ST elevation (STEMI) myocardial infarction involving other coronary artery of anterior wall |
anterior wall hernia | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
anterolisthesis in the L4 | M43.16 | Spondylolisthesis, lumbar region | Spondylolisthesis, lumbar region |
anterolisthesis of C4 over C5 | M43.12 | Spondylolisthesis, cervical region | Spondylolisthesis, cervical region |
anterolisthesis of L3 upon L4 and L4 upon L5 | M43.10 | Spondylolisthesis, site unspecified | Spondylolisthesis, site unspecified |
anticoagulation for concerns about anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
anticoagulation for an "unprovoked" DVT | I82.409 | Acute embolism and thombos unsp deep vn unsp lower extremity | Acute embolism and thrombosis of unspecified deep veins of unspecified lower extremity |
anticoagulation for pulmonary embolism | I26.99 | Other pulmonary embolism without acute cor pulmonale | Other pulmonary embolism without acute cor pulmonale |
anticoagulation since the patient has anemia | D64.9 | Anemia, unspecified | Anemia, unspecified |
antiphospholipid antibody | R76.0 | Raised antibody titer | Raised antibody titer |
anxiety | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety , alcohol abuse | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety as well as altered mental status | R41.82 | Altered mental status, unspecified | Altered mental status, unspecified |
Anxiety disorder [panic attack | F41.0 | Panic disorder without agoraphobia | Panic disorder [episodic paroxysmal anxiety] without agoraphobia |
Anxiety disorder [schizoaffective disorder | F25.9 | Schizoaffective disorder, unspecified | Schizoaffective disorder, unspecified |
anxiety disorder, currently controlled | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety disorder, hypothyroidism. | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
Anxiety disorder, unspecified | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety hyperlipidemia | E78.5 | Hyperlipidemia, unspecified | Hyperlipidemia, unspecified |
anxiety presenting tachycardic | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
anxiety PTSD | F43.10 | Post-traumatic stress disorder, unspecified | Post-traumatic stress disorder, unspecified |
anxiety seems to be well controlled | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
ANXIETY STABLE | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
Anxiety today appears to be somewhat controlled | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety were well controlled | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety who was admitted for postoperative | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety who was admitted for a laparoscopic gastric | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety with paresthesia | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, fx R hip | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, gout. | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, hypothyroidism. | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety, thrush | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
anxiety/depression controlled | F34.1 | Dysthymic disorder | Dysthymic disorder |
anxious, depressed | F34.1 | Dysthymic disorder | Dysthymic disorder |
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.