Customized Federated Learning for Multi-Source Decentralized Medical Image Classification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2022.3198440
Abstract: The performance of deep networks for medical image analysis is often constrained by limited medical data, which is privacy-sensitive. Federated learning (FL) alleviates the constraint by allowing different institutions to collaboratively train a federated model… read more here.
Keywords: multi source; federated learning; federated model; medical image ... See more keywords
Reimagining academic conferences: Toward a federated model of conferencing
Sign Up to like & getrecommendations! Published in 2021 at "Management Learning"
DOI: 10.1177/13505076211019529
Abstract: What should the post-COVID conference look like? In our attempt to answer this question, we first describe the primary functions and affordances of conferences. Our frank appraisal reveals the brea... read more here.
Keywords: conferences toward; academic conferences; toward federated; model conferencing ... See more keywords