docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
syncope present during the dialysis | R55 | Syncope and collapse | Syncope and collapse |
SYNCOPE X2 TODAY AFTER FEELING POORLY YESTERDAY WITH DIARRHEA | R55 | Syncope and collapse | Syncope and collapse |
syncope, bleeding. | R55 | Syncope and collapse | Syncope and collapse |
syndrome anxiety syndrome | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
Synovitis lateral aspect anterior gutter mortise right ankle | M65.9 | Synovitis and tenosynovitis, unspecified | Synovitis and tenosynovitis, unspecified |
synovitis of the knee | M65.9 | Synovitis and tenosynovitis, unspecified | Synovitis and tenosynovitis, unspecified |
synovitis of the knee | M65.9 | Synovitis and tenosynovitis, unspecified | Synovitis and tenosynovitis, unspecified |
Synovitis of the shoulder | M65.9 | Synovitis and tenosynovitis, unspecified | Synovitis and tenosynovitis, unspecified |
syringomyelia he would have more this in the upper extremities | G95.0 | Syringomyelia and syringobulbia | Syringomyelia and syringobulbia |
Systemic inflammatory response syndrome secondary to urinary tract infection | A41.9 | Sepsis, unspecified organism | Sepsis, unspecified organism |
systemic lupus erythematosus with acute exacerbation | M32.9 | Systemic lupus erythematosus, unspecified | Systemic lupus erythematosus, unspecified |
systolic CHF exacerbation | I50.23 | Acute on chronic systolic (congestive) heart failure | Acute on chronic systolic (congestive) heart failure |
T10-T11 | M41.34 | Thoracogenic scoliosis, thoracic region | Thoracogenic scoliosis, thoracic region |
T2 diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM uncontrolled | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM who underwent an ALIF of L5-S1 | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM with diabetic retinopathy | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM, COPD | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM, macular | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM, OM of the R foot | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T2DM, PM for bradycardia (2020) | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
T7 compression fracture | M48.54XA | Collapsed vertebra, NEC, thoracic region, init | Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture |
T8 and T12 Compression Fractures | M48.54XA | Collapsed vertebra, NEC, thoracic region, init | Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture |
Tachycardia - most likely secondary to sepsis | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia (fast heart | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia - couls be from the fever | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia 2 headache | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia and bilateral lower extremity | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia fever | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia is still persistent | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia secondary to diarrhea | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia with first-degree | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia with premature atrial | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia, atrial | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
TACHYCARDIA, DYSPNEA | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardia, Leukocytosis WBC 21000 | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
Tachycardia-bradycardia | I49.5 | Sick sinus syndrome | Sick sinus syndrome |
Tachycardia: likely from fever | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic 9 hypoxic | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic w/ flu | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic will transfer to a trauma | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic with dry mucous | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic with Leukocytosis | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachycardic, sepsis | R00.0 | Tachycardia, unspecified | Tachycardia, unspecified |
tachypnea, lungs | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
Tachypnea, decreased air entry at base | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypnea, hypoxia | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypnea, lungs | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
Tachypneic respirations w moderate | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypneic respiratory | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypneic secondary to pain | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
tachypneic, clear lungs | R06.82 | Tachypnea, not elsewhere classified | Tachypnea, not elsewhere classified |
talus fracture | S92.109A | Unsp fracture of unsp talus, init encntr for closed fracture | Unspecified fracture of unspecified talus, initial encounter for closed fracture |
Tardive dyskinesia | G24.01 | Drug induced subacute dyskinesia | Drug induced subacute dyskinesia |
TB infection | Z86.11 | Personal history of tuberculosis | Personal history of tuberculosis |
tenderness to left upper knee | R10.812 | Left upper quadrant abdominal tenderness | Left upper quadrant abdominal tenderness |
tendinitis at the base | M77.9 | Enthesopathy, unspecified | Enthesopathy, unspecified |
tendinitis, gout | M77.9 | Enthesopathy, unspecified | Enthesopathy, unspecified |
tendon repair after which she sustained a fall | Z91.81 | History of falling | History of falling |
tenosynovitis , cellulitis | M65.9 | Synovitis and tenosynovitis, unspecified | Synovitis and tenosynovitis, unspecified |
tenosynovitis of right index finger | M65.88 | Other synovitis and tenosynovitis, other site | Other synovitis and tenosynovitis, other site |
Tenosynovitis posterior | M65.9 | Synovitis and tenosynovitis, unspecified | Synovitis and tenosynovitis, unspecified |
Tension pneumomediastinum | J98.2 | Interstitial emphysema | Interstitial emphysema |
tension type headache | G44.209 | Tension-type headache, unspecified, not intractable | Tension-type headache, unspecified, not intractable |
testicle cancer | C62.90 | Malig neoplasm of unsp testis, unsp descended or undescended | Malignant neoplasm of unspecified testis, unspecified whether descended or undescended |
testicular malignancy | C62.90 | Malig neoplasm of unsp testis, unsp descended or undescended | Malignant neoplasm of unspecified testis, unspecified whether descended or undescended |
testicular pain- hydrocele | N43.2 | Other hydrocele | Other hydrocele |
THERAPY *** sob | R06.02 | Shortness of breath | Shortness of breath |
THERAPY *** For shortness of breath | R06.02 | Shortness of breath | Shortness of breath |
therapy for pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
therapy for UTI | N39.0 | Urinary tract infection, site not specified | Urinary tract infection, site not specified |
therapy for acute bronchitis | J20.9 | Acute bronchitis, unspecified | Acute bronchitis, unspecified |
therapy for Atrial fibrillation | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
therapy for 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 |
therapy for MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
therapy for MSSA | A49.01 | Methicillin suscep staph infection, unsp site | Methicillin susceptible Staphylococcus aureus infection, unspecified site |
therapy for osteomyelitis | 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 |
therapy for Pseudomonas UTI | B96.5 | Pseudomonas (mallei) causing diseases classd elswhr | Pseudomonas (aeruginosa) (mallei) (pseudomallei) as the cause of diseases classified elsewhere |
therapy for psoriasis | L40.8 | Other psoriasis | Other psoriasis |
Therapy only** for pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
therapy since the patient has a DVT | O22.30 | Deep phlebothrombosis in pregnancy, unspecified trimester | Deep phlebothrombosis in pregnancy, unspecified trimester |
therapy stroke | Z86.73 | Prsnl hx of TIA (TIA), and cereb infrc w/o resid deficits | Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits |
Thickened endometrium | R93.41 | Abn radlgc find on dx imaging of renal pelv,ureter,or blddr | Abnormal radiologic findings on diagnostic imaging of renal pelvis, ureter, or bladder |
thigh abrasion | S70.319A | Abrasion, unspecified thigh, initial encounter | Abrasion, unspecified thigh, initial encounter |
thigh mild SOB | R06.02 | Shortness of breath | Shortness of breath |
thigh pain (only mild | M79.659 | Pain in unspecified thigh | Pain in unspecified thigh |
third metatarsal bone area had shown osteomyelitis | 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 |
third toe gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
thoracic aortic ectasia | I77.810 | Thoracic aortic ectasia | Thoracic aortic ectasia |
thoracic lymphoma | C85.90 | Non-Hodgkin lymphoma, unspecified, unspecified site | Non-Hodgkin lymphoma, unspecified, unspecified site |
thoracic outlet syndrome, paresthesia | G54.0 | Brachial plexus disorders | Brachial plexus disorders |
thoracic spinal fusion | Z98.1 | Arthrodesis status | Arthrodesis status |
Thoracic spondylosis | M47.894 | Other spondylosis, thoracic region | Other spondylosis, thoracic region |
Throat irritation | J39.2 | Other diseases of pharynx | Other diseases of pharynx |
throat, cough and diarrhea | R19.7 | Diarrhea, unspecified | Diarrhea, unspecified |
throat, nasal congestion and a cough | R09.81 | Nasal congestion | Nasal congestion |
Thrombocythemia | D47.3 | Essential (hemorrhagic) thrombocythemia | Essential (hemorrhagic) thrombocythemia |
Thrombocytopenia - Again from alcohol abuse | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
thrombocytopenia - Cold | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia - improving with improving sepsis | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, 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.