docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
Blindness in left eye | H54.40 | Blindness, one eye, unspecified eye | Blindness, one eye, unspecified eye |
Blindness of the right eye | H54.40 | Blindness, one eye, unspecified eye | Blindness, one eye, unspecified eye |
blindness, COPD. | H54.40 | Blindness, one eye, unspecified eye | Blindness, one eye, unspecified eye |
blister | S90.529A | Blister (nonthermal), unspecified ankle, initial encounter | Blister (nonthermal), unspecified ankle, initial encounter |
blister on foot on right | S90.821A | Blister (nonthermal), right foot, initial encounter | Blister (nonthermal), right foot, initial encounter |
blister to great toe | S90.423A | Blister (nonthermal), unspecified great toe, init encntr | Blister (nonthermal), unspecified great toe, initial encounter |
blood culture positive | R78.81 | Bacteremia | Bacteremia |
Blood culture positive for gram positive cocci | R78.81 | Bacteremia | Bacteremia |
Blood culture positive for MSSA | R78.81 | Bacteremia | Bacteremia |
Blood culture positive with bacteremia | R78.81 | Bacteremia | Bacteremia |
blood dyscrasia | D75.9 | Disease of blood and blood-forming organs, unspecified | Disease of blood and blood-forming organs, unspecified |
blood in stool, nose | K92.1 | Melena | Melena |
blood in the stool during bowel | K92.1 | Melena | Melena |
blood loss from the bladder | R58 | Hemorrhage, not elsewhere classified | Hemorrhage, not elsewhere classified |
blood pressure decreased | T79.4XXA | Traumatic shock, initial encounter | Traumatic shock, initial encounter |
Blood pressure elevation can be associated with hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
Blood Urine | R31.9 | Hematuria, unspecified | Hematuria, unspecified |
blurred vision | H53.8 | Other visual disturbances | Other visual disturbances |
blurry vision and ear | H53.8 | Other visual disturbances | Other visual disturbances |
blurry vision was thought to be due to glaucoma | H53.8 | Other visual disturbances | Other visual disturbances |
body fluid exposure | Z77.21 | Contact w and exposure to potentially hazardous body fluids | Contact with and (suspected) exposure to potentially hazardous body fluids |
body rash | R21 | Rash and other nonspecific skin eruption | Rash and other nonspecific skin eruption |
bone | T17.228A | Food in pharynx causing other injury, initial encounter | Food in pharynx causing other injury, initial encounter |
bone cancer | C40.90 | Malig neoplasm of unsp bones and artic cartlg of unsp limb | Malignant neoplasm of unspecified bones and articular cartilage of unspecified limb |
Bone demineralization | M81.0 | Age-related osteoporosis w/o current pathological fracture | Age-related osteoporosis without current pathological fracture |
bone edema | R60.9 | Edema, unspecified | Edema, unspecified |
bone infection 4th digit R foot | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
bone marrow biopsy was done a few weeks ago and bone marrow biopsy is showing for myelodysplastic syndrome | D46.9 | Myelodysplastic syndrome, unspecified | Myelodysplastic syndrome, unspecified |
bone marrow disorder like leukemia | D75.9 | Disease of blood and blood-forming organs, unspecified | Disease of blood and blood-forming organs, unspecified |
Bone marrow transplant | Z94.81 | Bone marrow transplant status | Bone marrow transplant status |
bone sarcoma | C40.90 | Malig neoplasm of unsp bones and artic cartlg of unsp limb | Malignant neoplasm of unspecified bones and articular cartilage of unspecified limb |
Borderline diabetes mellitus type 2 | R73.09 | Other abnormal glucose | Other abnormal glucose |
both afib | I48.91 | Unspecified atrial fibrillation | Unspecified atrial fibrillation |
both chest pain | R07.9 | Chest pain, unspecified | Chest pain, unspecified |
both congestive heart failure | I50.9 | Heart failure, unspecified | Heart failure, unspecified |
both COVID-19 pneumonia | J12.89 | Other viral pneumonia | Other viral pneumonia |
both COVID-19 pneumonia | U07.1 | COVID-19 | COVID-19 |
both Enterococcus faecalis | B95.2 | Enterococcus as the cause of diseases classified elsewhere | Enterococcus as the cause of diseases classified elsewhere |
both for his COPD | J44.9 | Chronic obstructive pulmonary disease, unspecified | Chronic obstructive pulmonary disease, unspecified |
both has received COVID-19 | U07.1 | COVID-19 | COVID-19 |
both have remarkable lymphedema | I89.0 | Lymphedema, not elsewhere classified | Lymphedema, not elsewhere classified |
both her diabetes | E11.9 | Type 2 diabetes mellitus without complications | Type 2 diabetes mellitus without complications |
both hypertension | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
both Pfizer Covid | U07.1 | COVID-19 | COVID-19 |
both smoking | F17.200 | Nicotine dependence, unspecified, uncomplicated | Nicotine dependence, unspecified, uncomplicated |
both the acute otitis | H66.90 | Otitis media, unspecified, unspecified ear | Otitis media, unspecified, unspecified ear |
both TIA | G45.9 | Transient cerebral ischemic attack, unspecified | Transient cerebral ischemic attack, unspecified |
both times the culture was still growing MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
both unvaccinated for COVID-19 | U07.1 | COVID-19 | COVID-19 |
both venous stasis | I87.2 | Venous insufficiency (chronic) (peripheral) | Venous insufficiency (chronic) (peripheral) |
bowel movement had some blood in the stool | K92.1 | Melena | Melena |
bowel movement some ileus | K56.7 | Ileus, unspecified | Ileus, unspecified |
bowel obstruction | Z87.19 | Personal history of other diseases of the digestive system | Personal history of other diseases of the digestive system |
bowel perforation | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
bowel perforation bleeding | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
bowel trapped within this hernia | K46.9 | Unspecified abdominal hernia without obstruction or gangrene | Unspecified abdominal hernia without obstruction or gangrene |
bowel volvulus | K56.2 | Volvulus | Volvulus |
bowel volvulus resulting in obstruction | K56.2 | Volvulus | Volvulus |
BP lowered | N40.1 | Benign prostatic hyperplasia with lower urinary tract symp | Benign prostatic hyperplasia with lower urinary tract symptoms |
BPH with chronic | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, multiple | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, CKD. | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, coronary | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, dementia | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, depression. | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, renal | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
BPH, right ankle | N40.0 | Benign prostatic hyperplasia without lower urinry tract symp | Benign prostatic hyperplasia without lower urinary tract symptoms |
Brachial plexus compression, right shoulder | G54.0 | Brachial plexus disorders | Brachial plexus disorders |
Brachial vein thrombus | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
bradycardia | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardia | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
Bradycardia - has Conduction block | I45.9 | Conduction disorder, unspecified | Conduction disorder, unspecified |
bradycardia = slow heart | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardia before, currently stable | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardia in mid 50s at rest all asymptomatic | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
Bradycardia new onset pt is 2 weeks postpartum | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardia stage IV | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardia, gastric | Z86.79 | Personal history of other diseases of the circulatory system | Personal history of other diseases of the circulatory system |
bradycardia, who recommended outpatient followup for further monitoring of the bradycardia | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardia, who recommended outpatient followup for further monitoring of the bradycardia | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
bradycardic | P29.12 | Neonatal bradycardia | Neonatal bradycardia |
bradycardic and then converted to sinus | R00.1 | Bradycardia, unspecified | Bradycardia, unspecified |
brain and brainstem atrophy | G31.9 | Degenerative disease of nervous system, unspecified | Degenerative disease of nervous system, unspecified |
brain mass in the right parietal lobe | G93.9 | Disorder of brain, unspecified | Disorder of brain, unspecified |
brain showed findings of acute CVA | I63.9 | Cerebral infarction, unspecified | Cerebral infarction, unspecified |
Brain tumor-Meningioma | D33.2 | Benign neoplasm of brain, unspecified | Benign neoplasm of brain, unspecified |
breast | C79.81 | Secondary malignant neoplasm of breast | Secondary malignant neoplasm of breast |
breast hypomastia | N64.82 | Hypoplasia of breast | Hypoplasia of breast |
breast implant placed after the cancer | Z98.82 | Breast implant status | Breast implant status |
breast reduction on the right and left breast | Z41.1 | Encounter for cosmetic surgery | Encounter for cosmetic surgery |
bright red blood from rectum | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
bright red blood per rectum after prostate | K62.5 | Hemorrhage of anus and rectum | Hemorrhage of anus and rectum |
Bronchial asthma | J45.909 | Unspecified asthma, uncomplicated | Unspecified asthma, uncomplicated |
Bronchial asthma exacerbation | J45.901 | Unspecified asthma with (acute) exacerbation | Unspecified asthma with (acute) exacerbation |
bronchial pneumonia | Z87.01 | Personal history of pneumonia (recurrent) | Personal history of pneumonia (recurrent) |
bronchiectasis, atelectasis. | J47.9 | Bronchiectasis, uncomplicated | Bronchiectasis, uncomplicated |
bronchiolitis | J21.9 | Acute bronchiolitis, unspecified | Acute bronchiolitis, unspecified |
bronchiolitis, as well as pulmonary vascular | J21.9 | Acute bronchiolitis, unspecified | Acute bronchiolitis, unspecified |
bronchitis pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
Bronchitis, 2) Urinary Tract Infection 3) incidental findings on ct | J40 | Bronchitis, not specified as acute or chronic | Bronchitis, not specified as acute or chronic |
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.