{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T02:05:51Z","timestamp":1768874751791,"version":"3.49.0"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","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:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Science and Technology Innovation Program for Distinguished Young Scholars of Shandong Province Higher Education Institutions","award":["2021KJ036"],"award-info":[{"award-number":["2021KJ036"]}]},{"name":"Major Basic Research Project of the Natural Science Foundation of Shandong Province","award":["ZR2021ZD15"],"award-info":[{"award-number":["ZR2021ZD15"]}]},{"DOI":"10.13039\/501100007129","name":"Natural Science Foundation of Shandong Province","doi-asserted-by":"publisher","award":["ZR2022MF285"],"award-info":[{"award-number":["ZR2022MF285"]}],"id":[{"id":"10.13039\/501100007129","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Shandong Provincial Natural Science Foundation for Distinguished Young Scholars","award":["ZR2021JQ26"],"award-info":[{"award-number":["ZR2021JQ26"]}]},{"DOI":"10.13039\/501100010040","name":"Taishan Scholar Project of Shandong Province","doi-asserted-by":"publisher","award":["tsqn202103088"],"award-info":[{"award-number":["tsqn202103088"]}],"id":[{"id":"10.13039\/501100010040","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007927","name":"Shandong Jianzhu University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007927","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Natural Science Foundation of ShandongProvince","award":["ZR2020QF029"],"award-info":[{"award-number":["ZR2020QF029"]}]},{"DOI":"10.13039\/501100007927","name":"Shandong Jianzhu University","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100007927","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62102235"],"award-info":[{"award-number":["62102235"]}],"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":["82001987"],"award-info":[{"award-number":["82001987"]}],"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":["62176141"],"award-info":[{"award-number":["62176141"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE J. Biomed. Health Inform."],"published-print":{"date-parts":[[2024,1]]},"DOI":"10.1109\/jbhi.2023.3302989","type":"journal-article","created":{"date-parts":[[2023,8,7]],"date-time":"2023-08-07T18:17:38Z","timestamp":1691432258000},"page":"557-568","source":"Crossref","is-referenced-by-count":5,"title":["Biomarkers-Aware Asymmetric Bibranch GAN With Adaptive Memory Batch Normalization for Prediction of Anti-VEGF Treatment Response in Neovascular Age-Related Macular Degeneration"],"prefix":"10.1109","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2666-0299","authenticated-orcid":false,"given":"Peng","family":"Zhao","sequence":"first","affiliation":[{"name":"School of Software, Shandong University, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8648-5891","authenticated-orcid":false,"given":"Xian","family":"Song","sequence":"additional","affiliation":[{"name":"Department of Geriatrics, Qilu Hospital of Shandong University, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0415-3608","authenticated-orcid":false,"given":"Xiaoming","family":"Xi","sequence":"additional","affiliation":[{"name":"School of Computer Scienceand Technology, Shandong Jianzhu University, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9644-9723","authenticated-orcid":false,"given":"Xiushan","family":"Nie","sequence":"additional","affiliation":[{"name":"School of Computer Scienceand Technology, Shandong Jianzhu University, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5641-0725","authenticated-orcid":false,"given":"Xianjing","family":"Meng","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Shandong University of Finance and Economics, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5976-2497","authenticated-orcid":false,"given":"Yi","family":"Qu","sequence":"additional","affiliation":[{"name":"Department of Geriatrics, Qilu Hospital of Shandong University, Jinan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8465-1294","authenticated-orcid":false,"given":"Yilong","family":"Yin","sequence":"additional","affiliation":[{"name":"School of Software, Shandong University, Jinan, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2020.5576"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.preteyeres.2020.100906"},{"key":"ref3","article-title":"Resistance to Anti-VEGF therapy in neovascular age-related macular degeneration: A comprehensive review","volume":"10","author":"Yang","year":"2016","journal-title":"Drug Des. Develop. Ther."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2018.11.036"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1097\/IAE.0000000000002220"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.preteyeres.2015.07.007"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2015.12.002"},{"key":"ref8","article-title":"Generative adversarial nets","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Goodfellow","year":"2014"},{"key":"ref9","first-page":"7354","article-title":"Self-attention generative adversarial networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zhang","year":"2019"},{"key":"ref10","article-title":"Large scale GAN training for high fidelity natural image synthesis","volume-title":"Proc. Int. Conf.\n Learn. Representations","author":"Brock","year":"2019"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"ref12","article-title":"Spectral normalization for generative adversarial networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Miyato","year":"2018"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1136\/bjophthalmol-2019-315338"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00917"},{"key":"ref15","first-page":"16304","article-title":"Stochastic normalization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Kou","year":"2020"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2018.02.010"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.632"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00244"},{"key":"ref19","article-title":"One-shot unsupervised cross domain translation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Benaim","year":"2018"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.01065"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00519"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref23","article-title":"Freeze the discriminator: A simple baseline for fine-tuning GANs","author":"Mo","year":"2020"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00284"},{"key":"ref25","article-title":"Few-shot adaptation of generative adversarial networks","author":"Robb","year":"2020"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s13398-014-0173-7.2"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33011682"},{"key":"ref28","article-title":"Understanding batch normalization","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Bjorck","year":"2018"},{"key":"ref29","article-title":"Theoretical analysis of auto rate-tuning by batch normalization","volume-title":"Proc. Int. Conf. Learn.\nRepresentations","author":"Arora","year":"2019"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01261-8_1"},{"key":"ref31","article-title":"Instance normalization: The missing ingredient for fast stylization","author":"Ulyanov","year":"2016"},{"key":"ref32","article-title":"Revisiting batch normalization for practical domain adaptation","author":"Li","year":"2016"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.542"},{"key":"ref34","article-title":"Auto-encoding variational bayes","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma","year":"2014"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1017\/9781108924238.008"},{"key":"ref36","first-page":"7559","article-title":"Differentiable augmentation for data-efficient GAN training","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Zhao","year":"2020"},{"key":"ref37","article-title":"Progressive growing of gans for improved quality, stability, and variation","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Karras","year":"2018"},{"key":"ref38","article-title":"GANs trained by a two time-scale update rule converge to a local nash equilibrium","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Heusel","year":"2017"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1097\/IAE.0000000000002898"}],"container-title":["IEEE Journal of Biomedical and Health Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6221020\/10380963\/10210486.pdf?arnumber=10210486","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T01:01:56Z","timestamp":1705021316000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10210486\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,1]]},"references-count":39,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jbhi.2023.3302989","relation":{},"ISSN":["2168-2194","2168-2208"],"issn-type":[{"value":"2168-2194","type":"print"},{"value":"2168-2208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,1]]}}}