docdesc stringlengths 2 165 | dxcode stringlengths 3 8 | shortdesc stringlengths 5 155 | longdesc stringlengths 5 184 |
|---|---|---|---|
tenesmus with urinary tract infection | R19.8 | Oth symptoms and signs involving the dgstv sys and abdomen | Other specified symptoms and signs involving the digestive system and abdomen |
tenosynovitis of hand [Bilateral | M65.849 | Other synovitis and tenosynovitis, unspecified hand | Other synovitis and tenosynovitis, unspecified hand |
TENS | N94.3 | Premenstrual tension syndrome | Premenstrual tension syndrome |
teriparatide | T50.995A | Adverse effect of drug/meds/biol subst, init | Adverse effect of other drugs, medicaments and biological substances, initial encounter |
terminal ileum perforation | K63.1 | Perforation of intestine (nontraumatic) | Perforation of intestine (nontraumatic) |
testicular cyst | N44.2 | Benign cyst of testis | Benign cyst of testis |
Thalamic hemorrhage | I61.9 | Nontraumatic intracerebral hemorrhage, unspecified | Nontraumatic intracerebral hemorrhage, unspecified |
therapy for hyperlipidemia | E78.5 | Hyperlipidemia, unspecified | Hyperlipidemia, unspecified |
THERAPY *** for shortness of breath | R06.02 | Shortness of breath | Shortness of breath |
therapy for SDH | I62.00 | Nontraumatic subdural hemorrhage, unspecified | Nontraumatic subdural hemorrhage, unspecified |
therapy for anxiety | F41.9 | Anxiety disorder, unspecified | Anxiety disorder, unspecified |
therapy for BPPV | H81.10 | Benign paroxysmal vertigo, unspecified ear | Benign paroxysmal vertigo, unspecified ear |
therapy for CAD | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
therapy for debility | R53.81 | Other malaise | Other malaise |
therapy for depression | F32.9 | Major depressive disorder, single episode, unspecified | Major depressive disorder, single episode, unspecified |
therapy for foot infection | L08.9 | Local infection of the skin and subcutaneous tissue, unsp | Local infection of the skin and subcutaneous tissue, unspecified |
therapy for Healthcare-associated pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
therapy for hepatic encephalopathy | K72.90 | Hepatic failure, unspecified without coma | Hepatic failure, unspecified without coma |
therapy for HTN | I10 | Essential (primary) hypertension | Essential (primary) hypertension |
therapy for ischemic cardiomyopathy | I25.5 | Ischemic cardiomyopathy | Ischemic cardiomyopathy |
therapy for MRSA pneumonia | J15.212 | Pneumonia due to Methicillin resistant Staphylococcus aureus | Pneumonia due to Methicillin resistant Staphylococcus aureus |
therapy for nausea and vomiting | R11.2 | Nausea with vomiting, unspecified | Nausea with vomiting, unspecified |
therapy for three-vessel CAD | I25.10 | Athscl heart disease of native coronary artery w/o ang pctrs | Atherosclerotic heart disease of native coronary artery without angina pectoris |
therapy management for pneumonia | J18.9 | Pneumonia, unspecified organism | Pneumonia, unspecified organism |
Therapy only** BENZOCAINE-MENTHOL 15MG-3.6MG LOZENGE 1 LOZENGE PO Q3H ACTIVE PRN for sore throat | J02.9 | Acute pharyngitis, unspecified | Acute pharyngitis, unspecified |
thigh pain after falling | M79.659 | Pain in unspecified thigh | Pain in unspecified thigh |
thoracic adenopathy | R59.9 | Enlarged lymph nodes, unspecified | Enlarged lymph nodes, unspecified |
Thoracic aorta aneurysmal dilatation | I71.2 | Thoracic aortic aneurysm, without rupture | Thoracic aortic aneurysm, without rupture |
thoracic compression fractures | M48.54XA | Collapsed vertebra, NEC, thoracic region, init | Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture |
thoracic spinal canal stenosis | M48.00 | Spinal stenosis, site unspecified | Spinal stenosis, site unspecified |
thoracic spine pain | M54.6 | Pain in thoracic spine | Pain in thoracic spine |
thoracic vertebral body compression fractures | M48.54XA | Collapsed vertebra, NEC, thoracic region, init | Collapsed vertebra, not elsewhere classified, thoracic region, initial encounter for fracture |
thoracolumbar spinal fusion | M43.20 | Fusion of spine, site unspecified | Fusion of spine, site unspecified |
throat dryness | J39.2 | Other diseases of pharynx | Other diseases of pharynx |
throat pain | R07.0 | Pain in throat | Pain in throat |
thrombocytopenia -likely secondary to IV chemo | T45.1X5A | Adverse effect of antineoplastic and immunosup drugs, init | Adverse effect of antineoplastic and immunosuppressive drugs, initial encounter |
Thrombocytopenia -Plt 65 with GIB | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia - mild | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia - Related to chemo | T45.1X5A | Adverse effect of antineoplastic and immunosup drugs, init | Adverse effect of antineoplastic and immunosuppressive drugs, initial encounter |
Thrombocytopenia due to alcohol abuse | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
thrombocytopenia due to cirrhosis | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
thrombocytopenia during the hospital stay ____ His platelet | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
thrombocytopenia infection | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
thrombocytopenia late | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia w/anemia | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia, appears to be acute | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia, likely due to alcoholism | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia, likely due to malignancy | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia, likely sepsis | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia, Menorrhagia | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Thrombocytopenia, most likely related to sepsis | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
thrombosed hemorrhoids, rectal | K64.5 | Perianal venous thrombosis | Perianal venous thrombosis |
thrombosis back | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombosis involving the left lower extremity | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombosis of the bilateral deep venous | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
Thrombosis of the left common iliac vein | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombosis of the major intracranial arteries | I74.9 | Embolism and thrombosis of unspecified artery | Embolism and thrombosis of unspecified artery |
thrombosis of the left iliac | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus abnormality | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus in left atrial | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus in the popliteal vein | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus in the deep venous system of bilateral | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus in the popliteal artery | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus that was provided occlusion | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus was seen in patient left atrium | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
thrombus was seen in patient left atrium | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
Thrush (oral | B37.9 | Candidiasis, unspecified | Candidiasis, unspecified |
thumb cellulitis | L03.90 | Cellulitis, unspecified | Cellulitis, unspecified |
thumb pad | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
thymic cyst | E32.8 | Other diseases of thymus | Other diseases of thymus |
thyroid cancer | C73 | Malignant neoplasm of thyroid gland | Malignant neoplasm of thyroid gland |
thyroid disease | E07.9 | Disorder of thyroid, unspecified | Disorder of thyroid, unspecified |
Thyroid Disease, Dialysis | E07.9 | Disorder of thyroid, unspecified | Disorder of thyroid, unspecified |
thyroidectomy (1980s, goiter) transferred | E89.0 | Postprocedural hypothyroidism | Postprocedural hypothyroidism |
Thyrotoxicosis | E05.90 | Thyrotoxicosis, unsp without thyrotoxic crisis or storm | Thyrotoxicosis, unspecified without thyrotoxic crisis or storm |
TIA a couple of years back | G45.9 | Transient cerebral ischemic attack, unspecified | Transient cerebral ischemic attack, unspecified |
TIA lasting 6 hours referable to the left brain | G45.9 | Transient cerebral ischemic attack, unspecified | Transient cerebral ischemic attack, unspecified |
TIA with expressive aphasia | G45.9 | Transient cerebral ischemic attack, unspecified | Transient cerebral ischemic attack, unspecified |
TIA, dementia | 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 |
TIA, tobacco | G45.9 | Transient cerebral ischemic attack, unspecified | Transient cerebral ischemic attack, unspecified |
tibia and fibula osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
tibial PAD | I73.9 | Peripheral vascular disease, unspecified | Peripheral vascular disease, unspecified |
tibial vein thrombosis | I82.90 | Acute embolism and thrombosis of unspecified vein | Acute embolism and thrombosis of unspecified vein |
tinea corporis | B35.4 | Tinea corporis | Tinea corporis |
tingling sensation on her bilateral feet | R20.2 | Paresthesia of skin | Paresthesia of skin |
Tissue culture grew Enterobacter Cloacae | B96.89 | Oth bacterial agents as the cause of diseases classd elswhr | Other specified bacterial agents as the cause of diseases classified elsewhere |
Tissue culture grew MRSA | B95.62 | Methicillin resis staph infct causing diseases classd elswhr | Methicillin resistant Staphylococcus aureus infection as the cause of diseases classified elsewhere |
tobacco abuse - education given on tobacco | F17.200 | Nicotine dependence, unspecified, uncomplicated | Nicotine dependence, unspecified, uncomplicated |
tobacco abuse, brittle bone | Z87.891 | Personal history of nicotine dependence | Personal history of nicotine dependence |
tobacco dependence | F17.200 | Nicotine dependence, unspecified, uncomplicated | Nicotine dependence, unspecified, uncomplicated |
toe distal phalanx osteomyelitis | M86.9 | Osteomyelitis, unspecified | Osteomyelitis, unspecified |
toes dry gangrene | I96 | Gangrene, not elsewhere classified | Gangrene, not elsewhere classified |
Toes tips are scabbing | R23.4 | Changes in skin texture | Changes in skin texture |
tongue ulceration | K14.0 | Glossitis | Glossitis |
tonsillitis (strep | J03.00 | Acute streptococcal tonsillitis, unspecified | Acute streptococcal tonsillitis, unspecified |
Tonsillitis unspecified- Moderate | J03.90 | Acute tonsillitis, unspecified | Acute tonsillitis, unspecified |
total 2 acs | I24.9 | Acute ischemic heart disease, unspecified | Acute ischemic heart disease, unspecified |
total 48 hours especially given low platelets | D69.6 | Thrombocytopenia, unspecified | Thrombocytopenia, unspecified |
Toxic and metabolic encephalopathy | G93.41 | Metabolic encephalopathy | Metabolic encephalopathy |
Toxic and metabolic encephalopathy, combination of end-stage renal disease | G93.41 | Metabolic encephalopathy | Metabolic encephalopathy |
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.