134 citations · 370 across the 21 of their papers we have counts for
3 papers · 1 filter
Federated Learning for Predicting Mild Cognitive Impairment to Dementia Conversion
Gaurang Sharma, Elaheh Moradi, Juha Pajula +2
Dementia is a progressive condition that impairs an individual's cognitive health and daily functioning, with mild cognitive impairment (MCI) often serving as its precursor. The pr…
Optimizing Feature Selection for Binary Classification with Noisy Labels: A Genetic Algorithm Approach
Vandad Imani, Elaheh Moradi, Carlos Sevilla-Salcedo +2
Feature selection in noisy label scenarios remains an understudied topic. We propose a novel genetic algorithm-based approach, the Noise-Aware Multi-Objective Feature Selection Gen…
Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial
Jussi Tohka, Mark van Gils
Research on decision support applications in healthcare, such as those related to diagnosis, prediction, treatment planning, etc., have seen enormously increased interest recently.…