The diagnoses of many diseases have become increasingly complex. Many results, obtained from tests with substantial imperfections , must be integrated into a diagnostic conclusion about the probability of disease in a given patient. A practical approach to this problem is to estimate the pretest probability of disease, and the sensitivity and speciicity of diierent diagnostic tests. With this i...

OBJECTIVE To investigate machine learning for linking image content, human perception, cognition, and error in the diagnostic interpretation of mammograms. METHODS Gaze data and diagnostic decisions were collected from three breast imaging radiologists and three radiology residents who reviewed 20 screening mammograms while wearing a head-mounted eye-tracker. Image analysis was performed in m...

Diabetes Mellitus (DM) is caused due to the elevated levels of blood sugar i.e., said be hyperglycemia. The DM a metabolic chronic disease; therefore, early diagnosis and treatment necessary avoid life-threatening risks. According World Health Organization (WHO), diabetes cause high mortality rate with 1.5 million deaths in year. With remarkable improvisations technology, disease can diagnosed ...