{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T19:13:41Z","timestamp":1775848421137,"version":"3.50.1"},"reference-count":64,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"NIH","award":["2R42AG053149-02A1"],"award-info":[{"award-number":["2R42AG053149-02A1"]}]},{"name":"NIH","award":["R01AG069453"],"award-info":[{"award-number":["R01AG069453"]}]},{"name":"NIH","award":["P30AG072980"],"award-info":[{"award-number":["P30AG072980"]}]},{"name":"NSF","award":["DMS-2053170"],"award-info":[{"award-number":["DMS-2053170"]}]},{"name":"State of Arizona"},{"DOI":"10.13039\/100010292","name":"Banner Alzheimer\u2019s Foundation","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100010292","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Alzheimer\u2019s Disease Neuroimaging Initiative (ADNI) through the National Institutes of Health","award":["DMS-2053170"],"award-info":[{"award-number":["DMS-2053170"]}]},{"name":"Department of Defense (DOD) ADNI","award":["W81XWH-12-2-0012"],"award-info":[{"award-number":["W81XWH-12-2-0012"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Automat. Sci. Eng."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tase.2025.3556290","type":"journal-article","created":{"date-parts":[[2025,3,31]],"date-time":"2025-03-31T19:53:46Z","timestamp":1743450826000},"page":"14218-14233","source":"Crossref","is-referenced-by-count":10,"title":["A Cross-Modal Mutual Knowledge Distillation Framework for Alzheimer\u2019s Disease Diagnosis: Addressing Incomplete Modalities"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0649-9909","authenticated-orcid":false,"given":"Min Gu","family":"Kwak","sequence":"first","affiliation":[{"name":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9550-2393","authenticated-orcid":false,"given":"Lingchao","family":"Mao","sequence":"additional","affiliation":[{"name":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1987-4627","authenticated-orcid":false,"given":"Zhiyang","family":"Zheng","sequence":"additional","affiliation":[{"name":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1946-8063","authenticated-orcid":false,"given":"Yi","family":"Su","sequence":"additional","affiliation":[{"name":"Banner Alzheimer’s Institute, Phoenix, AZ, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5655-6831","authenticated-orcid":false,"given":"Fleming","family":"Lure","sequence":"additional","affiliation":[{"name":"MS Technologies Corporation, Rockville, MD, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7028-3681","authenticated-orcid":false,"given":"Jing","family":"Li","sequence":"additional","affiliation":[{"name":"H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA, USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1002\/alz.13016"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1002\/mhw.33505"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1177\/1179573520907397"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s00429-015-1140-6"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.trsl.2018.01.001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-00931-1_52"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.psym.2015.12.002"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2021.103863"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25751-8_1"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.08.009"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101953"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-021-02354-5"},{"key":"ref13","first-page":"1","article-title":"Incomplete multimodality-diffused emotion recognition","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"36","author":"Wang"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00256"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-67558-9_19"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2023.120267"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403182"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539388"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01453-z"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403234"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2023.3295489"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.103032"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412615"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i01.5421"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3581783.3612134"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3212733"},{"key":"ref27","first-page":"22982","article-title":"Novel visual category discovery with dual ranking statistics and mutual knowledge distillation","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Zhao"},{"key":"ref28","article-title":"Comprehensive evaluation of multimodal AI models in medical imaging diagnosis: From data augmentation to preference-based comparison","author":"Ruan","year":"2024","journal-title":"arXiv:2412.05536"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2021.118586"},{"key":"ref30","article-title":"Supervised multi-modal fission learning","author":"Mao","year":"2024","journal-title":"arXiv:2409.20559"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.01.031"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2019.2900077"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.01.033"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24553-9_65"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00394"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2020.3036717"},{"key":"ref37","article-title":"Cross-modal information maximization for medical imaging: CMIM","author":"Sylvain","year":"2020","journal-title":"arXiv:2010.10593"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP48485.2024.10447257"},{"key":"ref39","article-title":"Deep multimodal learning with missing modality: A survey","author":"Wu","year":"2024","journal-title":"arXiv:2409.07825"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1503.02531"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105737"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-022-02661-9"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2019.8802909"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2021.3137561"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00495"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-59710-8_75"},{"key":"ref47","first-page":"787","article-title":"HAD-net: A hierarchical adversarial knowledge distillation network for improved enhanced tumour segmentation without post-contrast images","volume-title":"Proc. 4th Conf. Med. Imag. Deep Learn.","author":"Vadacchino"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/FG59268.2024.10581969"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3688862.3689110"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2021.3119385"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681510"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2023.102874"},{"key":"ref53","article-title":"The modality focusing hypothesis: Towards understanding crossmodal knowledge distillation","author":"Xue","year":"2022","journal-title":"arXiv:2206.06487"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i05.6229"},{"key":"ref56","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017","journal-title":"arXiv:1711.05101"},{"key":"ref57","article-title":"UMAP: Uniform manifold approximation and projection for dimension reduction","author":"McInnes","year":"2018","journal-title":"arXiv:1802.03426"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1093\/gigascience\/giae049"},{"issue":"4","key":"ref59","article-title":"SPM12 manual","volume":"2464","author":"Ashburner","year":"2014"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2023.3273029"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3389\/fninf.2018.00035"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab569"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.24428"},{"key":"ref64","first-page":"5142","article-title":"Towards understanding knowledge distillation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Phuong"}],"container-title":["IEEE Transactions on Automation Science and Engineering"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/8856\/10839176\/10945821-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8856\/10839176\/10945821.pdf?arnumber=10945821","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,30]],"date-time":"2025-04-30T00:40:30Z","timestamp":1745973630000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10945821\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":64,"URL":"https:\/\/doi.org\/10.1109\/tase.2025.3556290","relation":{"has-preprint":[{"id-type":"doi","id":"10.1101\/2023.08.24.23294574","asserted-by":"object"}]},"ISSN":["1545-5955","1558-3783"],"issn-type":[{"value":"1545-5955","type":"print"},{"value":"1558-3783","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}