Multiple-instance problems arise from the situations where training class labels are attached
to sets of samples (named bags), instead of individual samples within each bag (called …

The healthcare environment is generally perceived as being 'information rich'yet 'knowledge
poor'. There is a wealth of data available within the healthcare systems. However, there is a …

Clinical diagnosis is done mostly by doctor's expertise and experience. But still cases are
reported of wrong diagnosis and treatment. Patients are asked to take number of tests for …

Heart disease (HD) is a major cause of morbidity and mortality in the modern society.
Medical diagnosis is extremely important but complicated task that should be performed …

Feature selection tries to find a subset of feature from a larger feature pool and the selected
subset can provide the same or even better performance compared with using the whole set …

Providing an improved technique which can assist pathologists in correctly classifying
meningioma tumours with a significant accuracy is our main objective. The proposed …

Abstract Age-related Macular Degeneration (AMD) is one of the major causes of vision loss
and blindness in ageing population. Currently, there is no cure for AMD, however early …

For the real-time recognition of unspecified gestures by an arbitrary person, a
comprehensive framework is presented that addresses two important problems in gesture …

OBJECTIVE: To classify patients by age based upon information extracted from their
electrocardiograms (ECGs). To develop and compare the performance of Bayesian …

The paper introduces a real-time fingerspelling-to-text translation system for the Azerbaijani
Sign Language (AzSL), targeted to the clarification of the words with no available or …