{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,2]],"date-time":"2026-04-02T16:02:01Z","timestamp":1775145721434,"version":"3.50.1"},"reference-count":68,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3431885","type":"journal-article","created":{"date-parts":[[2024,7,22]],"date-time":"2024-07-22T18:04:20Z","timestamp":1721671460000},"page":"101210-101227","source":"Crossref","is-referenced-by-count":4,"title":["An Experimental Survey of Incremental Transfer Learning for Multicenter Collaboration"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2627-3077","authenticated-orcid":false,"given":"Yixing","family":"Huang","sequence":"first","affiliation":[{"name":"Department of Radiation Oncology, Universit&#x00E4;tsklinikum Erlangen, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8539-6600","authenticated-orcid":false,"given":"Christoph","family":"Bert","sequence":"additional","affiliation":[{"name":"Department of Radiation Oncology, Universit&#x00E4;tsklinikum Erlangen, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}]},{"given":"Ahmed","family":"Gomaa","sequence":"additional","affiliation":[{"name":"Department of Radiation Oncology, Universit&#x00E4;tsklinikum Erlangen, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}]},{"given":"Rainer","family":"Fietkau","sequence":"additional","affiliation":[{"name":"Department of Radiation Oncology, Universit&#x00E4;tsklinikum Erlangen, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9550-5284","authenticated-orcid":false,"given":"Andreas","family":"Maier","sequence":"additional","affiliation":[{"name":"Pattern Recognition Lab, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}]},{"given":"Florian","family":"Putz","sequence":"additional","affiliation":[{"name":"Department of Radiation Oncology, Universit&#x00E4;tsklinikum Erlangen, Friedrich-Alexander-Universit&#x00E4;t Erlangen-N&#x00FC;rnberg, Erlangen, Germany"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6560\/ab843e"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3072568"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3389\/fonc.2023.1115258"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/mp.15863"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/s00066-020-01625-9"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejmp.2021.02.011"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-00323-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-021-01506-3"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s41666-020-00082-4"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2020.2975749"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/DSN-W52860.2021.00034"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy017"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11723-8_9"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-69250-1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/s0079-7421(08)60536-8"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.12.004"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3057446"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-022-00568-3"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3213473"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2022.3211195"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11595"},{"key":"ref22","first-page":"1","article-title":"Experience replay for continual learning","volume-title":"Proc. Adv. Neural. Inf. Process. Syst.","volume":"32","author":"Rolnick"},{"key":"ref23","first-page":"1","article-title":"Continual learning with tiny episodic memories","volume-title":"Proc. ICML","author":"Chaudhry"},{"key":"ref24","article-title":"Progressive neural networks","author":"Rusu","year":"2016","journal-title":"arXiv:1606.04671"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00810"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00046"},{"key":"ref27","article-title":"PathNet: Evolution channels gradient descent in super neural networks","author":"Fernando","year":"2017","journal-title":"arXiv:1701.08734"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.753"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00812"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2773081"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1611835114"},{"key":"ref32","first-page":"3987","article-title":"Continual learning through synaptic intelligence","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zenke"},{"key":"ref33","article-title":"Continual learning with deep generative replay","volume":"30","author":"Shin","year":"2017","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3054609"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2020.3004555"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106775"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3124599"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.10.021"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190968"},{"key":"ref40","first-page":"12073","article-title":"Federated continual learning with weighted inter-client transfer","volume-title":"Proc. 38th Int. Conf. Mach. Learn.","volume":"139","author":"Yoon"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP55677.2022.00027"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-11219-x"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2021.3117407"},{"key":"ref44","first-page":"423","article-title":"Importance driven continual learning for segmentation across domains","volume-title":"Proc. Int. Workshop Mach. Learn. Med. Imag.","volume":"12436","author":"Wachinger"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-18523-6_1"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01395"},{"key":"ref47","article-title":"Continual learning for peer-to-peer federated learning: A study on automated brain metastasis identification","author":"Huang","year":"2022","journal-title":"arXiv:2204.13591"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87722-4_21"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3237592"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01219-9_9"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.148"},{"key":"ref52","first-page":"1","article-title":"Overcoming catastrophic forgetting by incremental moment matching","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Lee"},{"key":"ref53","first-page":"1","article-title":"Distilling the knowledge in a neural network","volume-title":"Proc. NIPS","author":"Hinton"},{"issue":"7","key":"ref54","first-page":"3","article-title":"Tiny imagenet visual recognition challenge","volume":"7","author":"Le","year":"2015","journal-title":"CS 231N"},{"key":"ref55","volume-title":"Studies of Mind and Brain: Neural Principles of Learning, Perception, Development, Cognition, and Motor Control","volume":"70","author":"Grossberg","year":"2012"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.3390\/data6020014"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11172740"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2014.2377694"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1148\/ryai.220058"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-022-01560-7"},{"key":"ref61","article-title":"The segment anything foundation model achieves favorable brain tumor autosegmentation accuracy on MRI to support radiotherapy treatment planning","author":"Putz","year":"2023","journal-title":"arXiv:2304.07875"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1007\/s00066-022-01994-3"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s00066-022-01976-5"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.05.002"},{"key":"ref65","first-page":"1","article-title":"Stochastic neighbor embedding","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"15","author":"Hinton"},{"key":"ref66","first-page":"7232","article-title":"Evaluating gradient inversion attacks and defenses in federated learning","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst. (NeurIPS)","author":"Huang"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/3359789.3359824"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/3319535.3363201"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10605816.pdf?arnumber=10605816","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,26]],"date-time":"2024-07-26T05:15:25Z","timestamp":1721970925000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10605816\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":68,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3431885","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}