docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
NEOPLASM OF SKIN | C44.90 | Unspecified malignant neoplasm of skin, unspecified | Unspecified malignant neoplasm of skin, unspecified |
neoplasm of liver | C22.0 | Liver cell carcinoma | Liver cell carcinoma |
Neoplasm of right pleura | C38.4 | Malignant neoplasm of pleura | Malignant neoplasm of pleura |
Neoplasm of rt pleura | C38.4 | Malignant neoplasm of pleura | Malignant neoplasm of pleura |
neoplasm on her pancreas | C25.9 | Malignant neoplasm of pancreas, unspecified | Malignant neoplasm of pancreas, unspecified |
neoplasm, retroperitoneal | C48.0 | Malignant neoplasm of retroperitoneum | Malignant neoplasm of retroperitoneum |
nephritic | N08 | Glomerular disorders in diseases classified elsewhere | Glomerular disorders in diseases classified elsewhere |
nephropathy diabetes | N28.9 | Disorder of kidney and ureter, unspecified | Disorder of kidney and ureter, unspecified |
nephrosclerosis | I12.9 | Hypertensive chronic kidney disease w stg 1-4/unsp chr kdny | Hypertensive chronic kidney disease with stage 1 through stage 4 chronic kidney disease, or unspecified chronic kidney disease |
nephrosclerosis from longstanding diabetes | I12.9 | Hypertensive chronic kidney disease w stg 1-4/unsp chr kdny | Hypertensive chronic kidney disease with stage 1 through stage 4 chronic kidney disease, or unspecified chronic kidney disease |
nervous breakdown | F48.8 | Other specified nonpsychotic mental disorders | Other specified nonpsychotic mental disorders |
nervous during pelvic | R45.0 | Nervousness | Nervousness |
nervousness, tachycardia. | R45.0 | Nervousness | Nervousness |
neuralgia | M79.2 | Neuralgia and neuritis, unspecified | Neuralgia and neuritis, unspecified |
neurocysticercosis _____calcified | B69.0 | Cysticercosis of central nervous system | Cysticercosis of central nervous system |
Neurogenic bladder and colostomy | N31.9 | Neuromuscular dysfunction of bladder, unspecified | Neuromuscular dysfunction of bladder, unspecified |
neurogenic bladder secondary to paraplegia | N31.9 | Neuromuscular dysfunction of bladder, unspecified | Neuromuscular dysfunction of bladder, unspecified |
Neurogenic bladder, chronic | N31.9 | Neuromuscular dysfunction of bladder, unspecified | Neuromuscular dysfunction of bladder, unspecified |
Neurogenic bladder, has chronic | N31.9 | Neuromuscular dysfunction of bladder, unspecified | Neuromuscular dysfunction of bladder, unspecified |
neurogenic bladder, multiple sclerosis. | N31.9 | Neuromuscular dysfunction of bladder, unspecified | Neuromuscular dysfunction of bladder, unspecified |
Neurogenic bowel and bladder | K59.2 | Neurogenic bowel, not elsewhere classified | Neurogenic bowel, not elsewhere classified |
neurologic deficit | R29.818 | Other symptoms and signs involving the nervous system | Other symptoms and signs involving the nervous system |
neurological etiology for his altered mental status | R41.82 | Altered mental status, unspecified | Altered mental status, unspecified |
neurological issues.Patient was admitted for CVA | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
neurological prognosis after Cardiac Arrest | I46.9 | Cardiac arrest, cause unspecified | Cardiac arrest, cause unspecified |
neurological seizures | R56.9 | Unspecified convulsions | Unspecified convulsions |
neurological symptoms of urinary incontinence | R32 | Unspecified urinary incontinence | Unspecified urinary incontinence |
neuropathic like sciatica | M54.30 | Sciatica, unspecified side | Sciatica, unspecified side |
neuropathic pain | M79.2 | Neuralgia and neuritis, unspecified | Neuralgia and neuritis, unspecified |
Neuropathy - from alcohol induced | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
Neuropathy [pain | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neuropathy associated with alcohol | G62.1 | Alcoholic polyneuropathy | Alcoholic polyneuropathy |
Neuropathy due to diabetes mellitus | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neuropathy from his diabetes | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neuropathy in the left leg | G57.90 | Unspecified mononeuropathy of unspecified lower limb | Unspecified mononeuropathy of unspecified lower limb |
neuropathy right eye | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neuropathy to the right fourth toe | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neuropathy, atrial | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neuropathy, depression | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neuropathy, multiple | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
neutropenia | D70.9 | Neutropenia, unspecified | Neutropenia, unspecified |
neutropenia secondary to colitis | D70.9 | Neutropenia, unspecified | Neutropenia, unspecified |
Neutropenic | D70.9 | Neutropenia, unspecified | Neutropenia, unspecified |
neutropenic fever with sepsis | D70.9 | Neutropenia, unspecified | Neutropenia, unspecified |
neutropenic fever, infectious disease was consulted. | R50.81 | Fever presenting with conditions classified elsewhere | Fever presenting with conditions classified elsewhere |
neutrophilic which fits | R56.9 | Unspecified convulsions | Unspecified convulsions |
niacin | E52 | Niacin deficiency [pellagra] | Niacin deficiency [pellagra] |
node cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
Nodular density | J98.4 | Other disorders of lung | Other disorders of lung |
nodular density projecting over the right lower lung field | J98.4 | Other disorders of lung | Other disorders of lung |
nodular goiter | E04.8 | Other specified nontoxic goiter | Other specified nontoxic goiter |
non compliance and STI to right lower extremity | Z91.19 | Patient's noncompliance w oth medical treatment and regimen | Patient's noncompliance with other medical treatment and regimen |
Non insulin dependent Diabetes mellitus with hyperglycemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
Non insulin dependent DM with hyperglycemia | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
non insulin dependent DM2 | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
non-Hodgkin's lymphoma in remission | C85.90 | Non-Hodgkin lymphoma, unspecified, unspecified site | Non-Hodgkin lymphoma, unspecified, unspecified site |
non-ischemic cardiomyopathy | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
non-ischemic cardiomyopathy, congestive heart failure | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
non-obstructive cad | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Non-ST elevation myocardial infarction | I25.2 | Old myocardial infarction | Old myocardial infarction |
Non-ST elevation myocardial infarction, acute systolic | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
Non-STEMI | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
Non-STEMI:pt had cardiac | I25.2 | Old myocardial infarction | Old myocardial infarction |
Nonalcoholic liver disease | K76.9 | Liver disease, unspecified | Liver disease, unspecified |
noncompliant, the patient found to have congestive heart failure | Z91.14 | Patient's other noncompliance with medication regimen | Patient's other noncompliance with medication regimen |
nondiabetic neuropathy | G62.9 | Polyneuropathy, unspecified | Polyneuropathy, unspecified |
noninfectious sepsis | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
Nonischemic cardiomyopathy therefore low risk | I42.9 | Cardiomyopathy, unspecified | Cardiomyopathy, unspecified |
nonobstructing kidney stones | N20.0 | Calculus of kidney | Calculus of kidney |
Nonobstructive coronary artery disease, elevated left ventricular | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
Nonobstructive nephrolithiasis | N20.0 | Calculus of kidney | Calculus of kidney |
Nonspecific intraventricular block | I45.4 | Nonspecific intraventricular block | Nonspecific intraventricular block |
Nonsustained ventricular tachycardia | I47.2 | Ventricular tachycardia | Ventricular tachycardia |
Normocytic anemia due to prolonged illness | D64.9 | Anemia, unspecified | Anemia, unspecified |
Normocytic anemia expected due to the end-stage renal disease | D64.9 | Anemia, unspecified | Anemia, unspecified |
Normocytic anemia with chronic kidney disease | D64.9 | Anemia, unspecified | Anemia, unspecified |
Normocytic anemia, currently stable | D64.9 | Anemia, unspecified | Anemia, unspecified |
nose, sustained a nasal fracture and a traumatic subarachnoid hemorrhage | S06.6X0A | Traum subrac hem w/o loss of consciousness, init | Traumatic subarachnoid hemorrhage without loss of consciousness, initial encounter |
nosebleed right nostril | R04.0 | Epistaxis | Epistaxis |
nstemi (most likely type II | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
NSTEMI - conservative management, on hep | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
NSTEMI -underwent Cardiac | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
NSTEMI for outpt heart | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
NSTEMI, HYPERTENSIVE | I21.4 | Non-ST elevation (NSTEMI) myocardial infarction | Non-ST elevation (NSTEMI) myocardial infarction |
nuchal rigidity, full ROM in neck | R29.1 | Meningismus | Meningismus |
nursemaid's elbow right elbow | S53.031A | Nursemaid's elbow, right elbow, initial encounter | Nursemaid's elbow, right elbow, initial encounter |
OA hips | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
OA of right knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
OA R hip | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
OA right glenohumeral joint | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
OA, hypothyroidism | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
obese in pain | E66.9 | Obesity, unspecified | Obesity, unspecified |
obese leg | E66.9 | Obesity, unspecified | Obesity, unspecified |
obese legs | E66.9 | Obesity, unspecified | Obesity, unspecified |
OBese male in NAD Cardiac | E66.9 | Obesity, unspecified | Obesity, unspecified |
obese nontender extremity | E66.9 | Obesity, unspecified | Obesity, unspecified |
obese pt with sleep apnea | E66.9 | Obesity, unspecified | Obesity, unspecified |
Obese RUQ localized | E66.9 | Obesity, unspecified | Obesity, unspecified |
obese vitals stable | E66.9 | Obesity, unspecified | Obesity, unspecified |
obesity after failing multiple | E66.9 | Obesity, unspecified | Obesity, 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.