{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,27]],"date-time":"2026-07-27T20:02:42Z","timestamp":1785182562058,"version":"3.55.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,10]]},"DOI":"10.1109\/healthcom60686.2025.11343247","type":"proceedings-article","created":{"date-parts":[[2026,1,21]],"date-time":"2026-01-21T21:07:20Z","timestamp":1769029640000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["PHOBIA-FL: Personalized Healthcare using Ordinality, Bayesian Learning and Intersection Similarity Metric based Aggregation in Federated Learning"],"prefix":"10.1109","author":[{"given":"Sadia","family":"Islam","sequence":"first","affiliation":[{"name":"Missouri University of Science and Technology","place":["Rolla, USA"],"department":["Department of Computer Science"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Priyesh","family":"Ranjan","sequence":"additional","affiliation":[{"name":"Missouri University of Science and Technology","place":["Rolla, USA"],"department":["Department of Computer Science"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sajal K.","family":"Das","sequence":"additional","affiliation":[{"name":"Missouri University of Science and Technology","place":["Rolla, USA"],"department":["Department of Computer Science"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"1273","article-title":"Communication-efficient learning of deep networks from decentralized data","volume-title":"Artificial intelligence and statistics.","author":"McMahan","year":"2017"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/engproc2023059230"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3297103"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3353791"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3279096"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007665907178"},{"key":"ref7","first-page":"26293","article-title":"Personalized federated learning via variational bayesian inference","volume-title":"International Conference on Machine Learning","author":"Zhang"},{"key":"ref8","article-title":"Bayesian personalized federated learning with shared and personalized uncertainty representations","author":"Chen","year":"2023"},{"key":"ref9","article-title":"beta-vae: Learning basic visual concepts with a constrained variational framework","volume":"3","author":"Higgins","year":"2017","journal-title":"ICLR (poster)"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2025.3547149"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF51394.2020.9443523"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-58923-2_4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1090\/S0002-9947-2011-05340-7"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2019.104863"},{"key":"ref15","article-title":"Skin lesion analysis toward melanoma detection 2018: A challenge hosted by the international skin imaging collaboration (isic)","author":"Codella","year":"2019"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5875"},{"key":"ref17","article-title":"Machine learning with adversaries: Byzantine tolerant gradient descent","volume":"30","author":"Blanchard","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref18","first-page":"21394","article-title":"Personalized federated learning with moreau envelopes","volume":"33","author":"Dinh","year":"2020","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2025 IEEE International Conference on E-health Networking, Application & Services (Healthcom)","location":"Abu Dhabi, United Arab Emirates","start":{"date-parts":[[2025,10,21]]},"end":{"date-parts":[[2025,10,23]]}},"container-title":["2025 IEEE International Conference on E-health Networking, Application &amp; Services (Healthcom)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11342429\/11342433\/11343247.pdf?arnumber=11343247","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,27]],"date-time":"2026-07-27T19:10:20Z","timestamp":1785179420000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11343247\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/healthcom60686.2025.11343247","relation":{},"subject":[],"published":{"date-parts":[[2025,10]]}}}