docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
obesity depression | E66.9 | Obesity, unspecified | Obesity, unspecified |
obesity hypokal anemia | E66.9 | Obesity, unspecified | Obesity, unspecified |
Obesity hypoventilation syndrome at nighttime, worsen with sleep apnea | E66.2 | Morbid (severe) obesity with alveolar hypoventilation | Morbid (severe) obesity with alveolar hypoventilation |
obesity who underwent gastric | E66.9 | Obesity, unspecified | Obesity, unspecified |
Obesity with excessive | E66.9 | Obesity, unspecified | Obesity, unspecified |
obesity, kidney disease | E66.9 | Obesity, unspecified | Obesity, unspecified |
obesity, metabolic | E66.9 | Obesity, unspecified | Obesity, unspecified |
obesity, multiple | E66.9 | Obesity, unspecified | Obesity, unspecified |
obesity, right-sided breast | E66.9 | Obesity, unspecified | Obesity, unspecified |
obstructing choledocholithiasis | K80.51 | Calculus of bile duct w/o cholangitis or cholecyst w obst | Calculus of bile duct without cholangitis or cholecystitis with obstruction |
obstruction to the lung and heart | J98.4 | Other disorders of lung | Other disorders of lung |
obstruction, bile duct | K83.1 | Obstruction of bile duct | Obstruction of bile duct |
obstructive liver disease | K76.9 | Liver disease, unspecified | Liver disease, unspecified |
Obstructive Shock | R57.9 | Shock, unspecified | Shock, unspecified |
Obstructive uropathy Hematuria | N13.9 | Obstructive and reflux uropathy, unspecified | Obstructive and reflux uropathy, unspecified |
occipital ischemic stroke | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
occlusion 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 |
occlusion of middle cerebral artery | I66.09 | Occlusion and stenosis of unspecified middle cerebral artery | Occlusion and stenosis of unspecified middle cerebral artery |
old age | R54 | Age-related physical debility | Age-related physical debility |
olecranon bursitis, left elbow | M70.22 | Olecranon bursitis, left elbow | Olecranon bursitis, left elbow |
on anticoagulation with warfarin | Z79.01 | Long term (current) use of anticoagulants | Long term (current) use of anticoagulants |
on insulin drip for DKA | E11.10 | Type 2 diabetes mellitus with ketoacidosis without coma | Type 2 diabetes mellitus with ketoacidosis without coma |
on insulin for diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
on insulin for hyperglycemia | R73.9 | Hyperglycemia, unspecified | Hyperglycemia, unspecified |
on insulin gtt for acidosis | Z79.4 | Long term (current) use of insulin | Long term (current) use of insulin |
Onycholysis | L60.1 | Onycholysis | Onycholysis |
open wound | S01.20XA | Unspecified open wound of nose, initial encounter | Unspecified open wound of nose, initial encounter |
open wound | S01.90XA | Unsp open wound of unspecified part of head, init encntr | Unspecified open wound of unspecified part of head, initial encounter |
open wound | S31.20XA | Unspecified open wound of penis, initial encounter | Unspecified open wound of penis, initial encounter |
open wound | S81.009A | Unspecified open wound, unspecified knee, initial encounter | Unspecified open wound, unspecified knee, initial encounter |
open wound | S81.809A | Unspecified open wound, unspecified lower leg, init encntr | Unspecified open wound, unspecified lower leg, initial encounter |
Open wound of right knee | S81.001A | Unspecified open wound, right knee, initial encounter | Unspecified open wound, right knee, initial encounter |
open wound of the right lower leg | S81.801A | Unspecified open wound, right lower leg, initial encounter | Unspecified open wound, right lower leg, initial encounter |
open wound on the right elbow | S51.001A | Unspecified open wound of right elbow, initial encounter | Unspecified open wound of right elbow, initial encounter |
Open wound right knee area (vascular | S81.001A | Unspecified open wound, right knee, initial encounter | Unspecified open wound, right knee, initial encounter |
open wound to bottom of foot | S91.309A | Unspecified open wound, unspecified foot, initial encounter | Unspecified open wound, unspecified foot, initial encounter |
open wound to knee | S81.009A | Unspecified open wound, unspecified knee, initial encounter | Unspecified open wound, unspecified knee, initial encounter |
Open wound to left hand | S61.402A | Unspecified open wound of left hand, initial encounter | Unspecified open wound of left hand, initial encounter |
Open wound to right thigh | S71.101A | Unspecified open wound, right thigh, initial encounter | Unspecified open wound, right thigh, initial encounter |
open wound to the left lower leg | S81.802A | Unspecified open wound, left lower leg, initial encounter | Unspecified open wound, left lower leg, initial encounter |
Open wound, left elbow | S51.002A | Unspecified open wound of left elbow, initial encounter | Unspecified open wound of left elbow, initial encounter |
open wound, right foot | S91.301A | Unspecified open wound, right foot, initial encounter | Unspecified open wound, right foot, initial encounter |
opioid dependence, currently controlled | F11.20 | Opioid dependence, uncomplicated | Opioid dependence, uncomplicated |
oral contrast: SBO | K56.609 | Unsp intestnl obst, unsp as to partial versus complete obst | Unspecified intestinal obstruction, unspecified as to partial versus complete obstruction |
oropharyngeal angioedema | T78.3XXA | Angioneurotic edema, initial encounter | Angioneurotic edema, initial encounter |
orthopnea, dyspnea | R06.01 | Orthopnea | Orthopnea |
Orthostatic hypotension | I95.1 | Orthostatic hypotension | Orthostatic hypotension |
orthostatic hypotension, sepsis | I95.1 | Orthostatic hypotension | Orthostatic hypotension |
os trigonum syndrome | Q68.8 | Other specified congenital musculoskeletal deformities | Other specified congenital musculoskeletal deformities |
OSA , chronic | G47.33 | Obstructive sleep apnea (adult) (pediatric) | Obstructive sleep apnea (adult) (pediatric) |
OSA given body | G47.33 | Obstructive sleep apnea (adult) (pediatric) | Obstructive sleep apnea (adult) (pediatric) |
OSA, anemia. | G47.33 | Obstructive sleep apnea (adult) (pediatric) | Obstructive sleep apnea (adult) (pediatric) |
Osseous demineralization | M81.0 | Age-related osteoporosis w/o current pathological fracture | Age-related osteoporosis without current pathological fracture |
osteoarthritis | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Osteoarthritis [Left Hip | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
osteoarthritis also complicated | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
OsteoArthritis both knees | M17.0 | Bilateral primary osteoarthritis of knee | Bilateral primary osteoarthritis of knee |
Osteoarthritis Had Left Knee | M17.12 | Unilateral primary osteoarthritis, left knee | Unilateral primary osteoarthritis, left knee |
osteoarthritis hypertension | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
osteoarthritis in the distal interphalangeal | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Osteoarthritis L knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
osteoarthritis left knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
osteoarthritis noted to shoulder | M19.019 | Primary osteoarthritis, unspecified shoulder | Primary osteoarthritis, unspecified shoulder |
osteoarthritis of bilateral hips | M16.0 | Bilateral primary osteoarthritis of hip | Bilateral primary osteoarthritis of hip |
osteoarthritis of the left hip | M16.12 | Unilateral primary osteoarthritis, left hip | Unilateral primary osteoarthritis, left hip |
Osteoarthritis of knee [BILATERAL | M17.0 | Bilateral primary osteoarthritis of knee | Bilateral primary osteoarthritis of knee |
Osteoarthritis of knee [LT Knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
Osteoarthritis of knee [right knee | M17.11 | Unilateral primary osteoarthritis, right knee | Unilateral primary osteoarthritis, right knee |
Osteoarthritis of knee [right knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
Osteoarthritis of left glenohumeral joint | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
osteoarthritis of left hip | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
osteoarthritis of the knees | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Osteoarthritis of the left acetabulum | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
osteoarthritis of the left ankle | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
osteoarthritis of the R hip | M16.10 | Unilateral primary osteoarthritis, unspecified hip | Unilateral primary osteoarthritis, unspecified hip |
Osteoarthritis R knee | M19.90 | Unspecified osteoarthritis, unspecified site | Unspecified osteoarthritis, unspecified site |
Osteoarthritis right hip | M16.9 | Osteoarthritis of hip, unspecified | Osteoarthritis of hip, unspecified |
osteoarthritis right knee | M17.9 | Osteoarthritis of knee, unspecified | Osteoarthritis of knee, unspecified |
OSTEOARTHRITIS RIGHT SHOULDER | M19.011 | Primary osteoarthritis, right shoulder | Primary osteoarthritis, right shoulder |
Osteoarthritis, left ankle | M19.072 | Primary osteoarthritis, left ankle and foot | Primary osteoarthritis, left ankle and foot |
osteochondral defect, medial femoral condyle | M95.8 | Oth acquired deformities of musculoskeletal system | Other specified acquired deformities of musculoskeletal system |
osteomyelitis of left foot | M86.8X7 | Other osteomyelitis, ankle and foot | Other osteomyelitis, ankle and foot |
Osteomyelitis 2nd toe right foot | M86.8X7 | Other osteomyelitis, ankle and foot | Other osteomyelitis, ankle and foot |
Osteomyelitis 4th digit R foot | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis as the bone | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis as well as gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
osteomyelitis as well as prosthesis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis at the thoracic spine | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
Osteomyelitis distal phalanx 3rd digit | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis E. coli | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
Osteomyelitis fifth metatarsal head | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis from a second toe | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
osteomyelitis head 4th metatarsal R foot | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis in bilateral facet joint | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis in left SI joint | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis in the left femur | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis in the left femur | Z87.39 | Personal history of diseases of the ms sys and conn tiss | Personal history of other diseases of the musculoskeletal system and connective tissue |
osteomyelitis in the right 3rd digit | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
osteomyelitis in the right foot | Z87.39 | Personal history of diseases of the ms sys and conn tiss | Personal history of other diseases of the musculoskeletal system and connective tissue |
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.