docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Dental pain from dental | K08.9 | Disorder of teeth and supporting structures, unspecified | Disorder of teeth and supporting structures, unspecified |
dental pain, acute | K08.9 | Disorder of teeth and supporting structures, unspecified | Disorder of teeth and supporting structures, unspecified |
dental pain, tooth | K08.9 | Disorder of teeth and supporting structures, unspecified | Disorder of teeth and supporting structures, unspecified |
deployment below area of stenosis | Z56.82 | Military deployment status | Military deployment status |
Deployment of the 26 mm Alto aortic | Z56.82 | Military deployment status | Military deployment status |
depression admitted for respiratory | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression after surviving breast | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression and anxiety | F34.1 | Dysthymic disorder | Dysthymic disorder |
depression and anxiety as he developed some skin | F34.1 | Dysthymic disorder | Dysthymic disorder |
DEPRESSION ANXIETY | F41.8 | Other specified anxiety disorders | Other specified anxiety disorders |
Depression chronic | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
Depression disorder with anxiety | F41.8 | Other specified anxiety disorders | Other specified anxiety disorders |
depression who came to CRMC ED earlier today for continued abdominal and back | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
Depression" Shortness of breath | R06.02 | Shortness of breath | Shortness of breath |
depression, Alzheimer's | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression, chronic | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression, constipation | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression, coronary artery | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression, currently stable | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression, etoh abuse | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
Depression, Panic disorder | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression, scoliosis | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
depression, seizures | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
dermatitis will write for steroids | L30.9 | Dermatitis, unspecified | Dermatitis, unspecified |
descending aortic dissection | I71.00 | Dissection of unspecified site of aorta | Dissection of unspecified site of aorta |
descending thoracic aortic aneurysm | I71.2 | Thoracic aortic aneurysm, without rupture | Thoracic aortic aneurysm, without rupture |
dextrose | T50.3X5A | Adverse effect of electrolytic/caloric/wtr-bal agnt, init | Adverse effect of electrolytic, caloric and water-balance agents, initial encounter |
Diabetes - Continue SSI with hypoglycemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes with hyperglycemia | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
diabetes as well as for hypoglycemia | E16.2 | Hypoglycemia, unspecified | Hypoglycemia, unspecified |
diabetes congestive heart failure | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
diabetes continue long-acting insulin | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
diabetes despite being on steroids | E09.9 | Drug or chemical induced diabetes mellitus w/o complications | Drug or chemical induced diabetes mellitus without complications |
Diabetes hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
diabetes like Pseudomonas | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes mellitus _____ iron deficiency anemia | D50.9 | Iron deficiency anemia, unspecified | Iron deficiency anemia, unspecified |
Diabetes mellitus (A1c 8.4) with peripheral neuropathy | E11.40 | Type 2 diabetes mellitus with diabetic neuropathy, unsp | Type 2 diabetes mellitus with diabetic neuropathy, unspecified |
diabetes mellitus is controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes mellitus type 2, chronic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetes mellitus type 2, controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes mellitus type 2, left breast | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes mellitus type 2, Testicular | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetes mellitus with chronic kidney disease | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
Diabetes mellitus with ketoacidosis, hyponatremia, nausea | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes mellitus, nontraumatic subarachnoid hemorrhage. | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes mellitus, peripheral | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetes out of control | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
diabetes out of control, heart | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
diabetes peripheral neuropathy | E11.43 | Type 2 diabetes w diabetic autonomic (poly)neuropathy | Type 2 diabetes mellitus with diabetic autonomic (poly)neuropathy |
diabetes retinopathy | E11.319 | Type 2 diabetes w unsp diabetic rtnop w/o macular edema | Type 2 diabetes mellitus with unspecified diabetic retinopathy without macular edema |
Diabetes type 2, controlled | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
Diabetes w hyperglycemia | R73.9 | Hyperglycemia, unspecified | Hyperglycemia, unspecified |
Diabetes w/hyperglycemia | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
diabetes was out of control | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetes with neuropathy, retinopathy, nephropathy, cerebrovascular disease | E11.21 | Type 2 diabetes mellitus with diabetic nephropathy | Type 2 diabetes mellitus with diabetic nephropathy |
diabetes, cholesterol | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, CKD. | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, presenting with worsening pain | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, atrial | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, CKD | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
diabetes, CKD. | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, currently controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, currently stable | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, he is on insulin. | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, hydrocele | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetes, Hyperglycemia | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
diabetes, neuropathy. | E11.40 | Type 2 diabetes mellitus with diabetic neuropathy, unsp | Type 2 diabetes mellitus with diabetic neuropathy, unspecified |
diabetes, pancreatitis | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetes, poorly controlled with hyperglycemia | E11.65 | Type 2 diabetes mellitus with hyperglycemia | Type 2 diabetes mellitus with hyperglycemia |
Diabetes, seizures | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, skin | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes, takes medicine for that, partially controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetes,chronic | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetes: well controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic associated nephropathy | N28.9 | Disorder of kidney and ureter, unspecified | Disorder of kidney and ureter, unspecified |
Diabetic CKD | N18.9 | Chronic kidney disease, unspecified | Chronic kidney disease, unspecified |
diabetic coma | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetic diet when nausea | R11.0 | Nausea | Nausea |
diabetic female with non-healing ulcer of the left great toe | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic foot | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetic foot in the right | E11.621 | Type 2 diabetes mellitus with foot ulcer | Type 2 diabetes mellitus with foot ulcer |
Diabetic foot ulcer [left foot | Z86.31 | Personal history of diabetic foot ulcer | Personal history of diabetic foot ulcer |
diabetic foot ulcer involving the plantar aspect of the right | E11.621 | Type 2 diabetes mellitus with foot ulcer | Type 2 diabetes mellitus with foot ulcer |
diabetic foot ulcer involving the right foot | E11.621 | Type 2 diabetes mellitus with foot ulcer | Type 2 diabetes mellitus with foot ulcer |
Diabetic Foot Ulcer, Right lower Extremity | L97.519 | Non-prs chronic ulcer oth prt right foot w unsp severity | Non-pressure chronic ulcer of other part of right foot with unspecified severity |
diabetic ketoacidosis noted, the patient was having a hard time keeping the food | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
diabetic ketoacidosis such as metabolic acidosis | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
diabetic male (diet controlled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic nephropathy nephrosclerosis | E11.21 | Type 2 diabetes mellitus with diabetic nephropathy | Type 2 diabetes mellitus with diabetic nephropathy |
diabetic nephrosclerosis | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic neuropathies | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
diabetic neuropathy, insulin-dependent | E11.40 | Type 2 diabetes mellitus with diabetic neuropathy, unsp | Type 2 diabetes mellitus with diabetic neuropathy, unspecified |
diabetic peripheral | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic presents wtih posterior | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic related complication | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetic right foot | E11.621 | Type 2 diabetes mellitus with foot ulcer | Type 2 diabetes mellitus with foot ulcer |
diabetic skin | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Diabetic teaching when pt more stable | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
diabetic ulcer of the right foot | E11.621 | Type 2 diabetes mellitus with foot ulcer | Type 2 diabetes mellitus with foot ulcer |
diabetic uncontrolled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
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.