{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T16:51:37Z","timestamp":1781369497359,"version":"3.54.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"11","license":[{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,6,1]],"date-time":"2021-06-01T00:00:00Z","timestamp":1622505600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61972448"],"award-info":[{"award-number":["61972448"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872150"],"award-info":[{"award-number":["61872150"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61472148"],"award-info":[{"award-number":["61472148"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2021,6,1]]},"DOI":"10.1109\/jiot.2021.3057653","type":"journal-article","created":{"date-parts":[[2021,2,9]],"date-time":"2021-02-09T15:13:06Z","timestamp":1612883586000},"page":"9122-9138","source":"Crossref","is-referenced-by-count":75,"title":["A Resource-Constrained and Privacy-Preserving Edge-Computing-Enabled Clinical Decision System: A Federated Reinforcement Learning Approach"],"prefix":"10.1109","volume":"8","author":[{"given":"Zeyue","family":"Xue","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8629-4622","authenticated-orcid":false,"given":"Pan","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5438-1468","authenticated-orcid":false,"given":"Zichuan","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3772-290X","authenticated-orcid":false,"given":"Xiumin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5757-4396","authenticated-orcid":false,"given":"Yulai","family":"Xie","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5054-8515","authenticated-orcid":false,"given":"Xiaofeng","family":"Ding","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5048-0319","authenticated-orcid":false,"given":"Shiping","family":"Wen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","author":"lim","year":"2020","journal-title":"Towards federated learning in UAV-enabled Internet of Vehicles A multi-dimensional contract-matching approach"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/MVT.2019.2903655"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2018.2805718"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2018.2813333"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2875926"},{"key":"ref30","author":"liu","year":"2019","journal-title":"Deep reinforcement learning for clinical decision support A brief survey"},{"key":"ref37","article-title":"Dynamic contract design for federated learning in smart healthcare applications","author":"wang","year":"2020","journal-title":"IEEE Internet of Things Journal"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPDS.2020.3032443"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3046028"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MCI.2019.2937608"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2743240"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-94042-7_13"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2019.2916583"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1001\/jama.280.15.1339"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/1107458.1107490"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/iFUZZY.2015.7391904"},{"key":"ref22","first-page":"173","article-title":"Medical diagnosis support system based on the ensemble of single-parameter classifiers","volume":"23","author":"orczyk","year":"2014","journal-title":"J Med Inform Technol"},{"key":"ref21","first-page":"278","article-title":"Tntelligent heart disease prediction system using CANFIS and genetic algorithm","volume":"1","author":"parthiban","year":"2007","journal-title":"Int J Med Health Sci"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-16226-3_10"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/S1473-3099(05)70115-8"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/srep26094"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IEMBS.2010.5626308"},{"key":"ref50","author":"schaul","year":"2015","journal-title":"Prioritized experience replay"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-48910-X_16"},{"key":"ref55","author":"xue","year":"2020","journal-title":"Supplementary of a Resource-Constrained and Privacy-Preserving Edge Computing Enabled Clinical Decision System A Federated Reinforcement Learning Approach"},{"key":"ref54","author":"fortunato","year":"2017","journal-title":"Noisy Networks for Exploration"},{"key":"ref53","author":"wang","year":"2015","journal-title":"Dueling network architectures for deep reinforcement learning"},{"key":"ref52","first-page":"1026","article-title":"Hardness estimation of LWE via band pruning","volume":"2015","author":"aono","year":"2015","journal-title":"IACR Cryptol ePrint Arch"},{"key":"ref10","year":"2016","journal-title":"Open Networking Foundation OF-CONFIG 1 2"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IC2EW.2016.45"},{"key":"ref40","first-page":"648","author":"mao","year":"2003","journal-title":"Modern Cryptography Theory and Practice"},{"key":"ref12","first-page":"2094","article-title":"Deep reinforcement learning with double Q-learning","author":"hasselt","year":"2016","journal-title":"Proc 30th AAAI Conf Artif Intell"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3214303"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/nature14236"},{"key":"ref15","author":"gottesman","year":"2018","journal-title":"Evaluating Reinforcement Learning Algorithms in Observational Health Settings"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1049\/iet-syb.2015.0012"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijmedinf.2007.09.001"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-4474-8_22"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-38319-4"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.02.001"},{"key":"ref3","first-page":"1","article-title":"Healthedge: Task scheduling for edge computing with health emergency and human behavior consideration in smart homes","author":"wang","year":"2017","journal-title":"Proc IEEE Int Conf Big Data"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/MNET.2019.1800083"},{"key":"ref5","author":"hu","year":"2015","journal-title":"Mobile edge computing&#x2014;A key technology towards 5G"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2017.07.004"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/373474"},{"key":"ref49","first-page":"457","article-title":"Generic conversions from CPA to CCA secure functional encryption","volume":"2015","author":"nandi","year":"2015","journal-title":"IACR Cryptol ePrint Arch"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2017.2717482"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2787987"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20465-4_11"},{"key":"ref48","first-page":"129","article-title":"Implementing gentry&#x2019;s fully-homomorphic encryption scheme","author":"gentry","year":"2011","journal-title":"Proc Annu Int Conf Theory Appl Cryptogr Techn"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-29011-4_27"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2008.16"},{"key":"ref41","first-page":"5053","article-title":"Pecurity and privacy issues with health care information technology","author":"meingast","year":"2006","journal-title":"Proc 28th Conf IEEE Eng Med Biol Soc"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3298981"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-79228-4_1"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9438061\/09349772.pdf?arnumber=9349772","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:53:55Z","timestamp":1652194435000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9349772\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,6,1]]},"references-count":55,"journal-issue":{"issue":"11"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2021.3057653","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,6,1]]}}}