{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,10]],"date-time":"2026-01-10T03:20:50Z","timestamp":1768015250439,"version":"3.49.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T00:00:00Z","timestamp":1721001600000},"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":[[2024,7,15]]},"DOI":"10.1109\/embc53108.2024.10781930","type":"proceedings-article","created":{"date-parts":[[2024,12,17]],"date-time":"2024-12-17T19:07:21Z","timestamp":1734462441000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["Cough Classification of Unknown Emerging Respiratory Disease with Federated Learning"],"prefix":"10.1109","author":[{"given":"Mesut","family":"Ceylan","sequence":"first","affiliation":[{"name":"University of Zurich,Department of Informatics,Zurich,Switzerland"}]},{"given":"Frank","family":"Rassouli","sequence":"additional","affiliation":[{"name":"Cantonal Hospital St. Gallen,Lung Center,St. Gallen,Switzerland"}]},{"given":"Maximilian","family":"Boesch","sequence":"additional","affiliation":[{"name":"Cantonal Hospital St. Gallen,Lung Center,St. Gallen,Switzerland"}]},{"given":"Martin","family":"Brutsche","sequence":"additional","affiliation":[{"name":"Cantonal Hospital St. Gallen,Lung Center,St. Gallen,Switzerland"}]},{"given":"Elgar","family":"Fleisch","sequence":"additional","affiliation":[{"name":"ETH Zurich,Center for Digital Health Interventions,Department of Management, Technology, and Economics,Zurich,Switzerland"}]},{"given":"Filipe","family":"Barata","sequence":"additional","affiliation":[{"name":"ETH Zurich,Center for Digital Health Interventions,Department of Management, Technology, and Economics,Zurich,Switzerland"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI.2019.8904554"},{"issue":"7","key":"ref2","first-page":"e18082","article-title":"Automatic recognition, segmentation, and sex assignment of nocturnal asthmatic coughs and cough epochs in smartphone audio recordings: Observational field study","volume-title":"J Med Internet Res","volume":"22","author":"Barata","year":"2020"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/ac2fb8"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC44109.2020.9175986"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3152944"},{"key":"ref6","first-page":"104572","article-title":"Covid-19 cough classification using machine learning and global smartphone recordings","volume-title":"Computers in Biology and Medicine","volume":"135","author":"Pahar","year":"2021"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/OJEMB.2020.3026928"},{"key":"ref8","article-title":"Regulation (eu) 2016\/679 (general data protection regulation) of the european parliament and of the council of 27 april 2016","year":"2016"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-021-01506-3"},{"key":"ref10","article-title":"Application of federated learning in building a robust covid-19 chest x-ray classification model","author":"Bhattacharya","year":"2022"},{"issue":"4","key":"ref11","first-page":"100069","article-title":"Federated learning for microvasculature segmentation and diabetic retinopathy classification of oct data","volume-title":"Ophthalmology Science","volume":"1","author":"Lo","year":"2021"},{"key":"ref12","article-title":"Harmofl: Harmonizing local and global drifts in federated learning on heterogeneous medical images","author":"Jiang","year":"2021"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.7326\/m21-0510"},{"key":"ref14","article-title":"Federated learning of deep networks using model averaging","volume-title":"CoRR","author":"McMahan","year":"2016"},{"key":"ref15","article-title":"Adaptive federated optimization","volume-title":"International Conference on Learning Representations","author":"Reddi"},{"key":"ref16","volume-title":"The Elements of Statistical Learning, ser. Springer Series in Statistics","author":"Hastie","year":"2001"},{"issue":"1","key":"ref17","article-title":"Prevalence of nocturnal cough in asthma and its potential as a marker for asthma control (mac) in combination with sleep quality: protocol of a smartphone-based, multicentre, longitudinal observational study with two stages","volume-title":"BMJ Open","volume":"9","author":"Tinschert","year":"2019"},{"key":"ref18","article-title":"Towards the design of a smartphone-based biofeedback breathing training: Identifying diaphragmatic breathing patterns from a smartphone\u2019s microphone","author":"Shih","year":"2016"}],"event":{"name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","location":"Orlando, FL, USA","start":{"date-parts":[[2024,7,15]]},"end":{"date-parts":[[2024,7,19]]}},"container-title":["2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10781475\/10781494\/10781930.pdf?arnumber=10781930","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,18]],"date-time":"2024-12-18T07:20:05Z","timestamp":1734506405000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10781930\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,7,15]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/embc53108.2024.10781930","relation":{},"subject":[],"published":{"date-parts":[[2024,7,15]]}}}