MultiMAE for Brain MRIs: Robustness to Missing Inputs Using Multi-modal Masked Autoencoder

Cui, Zhiming; Sun, Kaicong; Wang, Sheng; Beischl, Christian; Rueckert, Daniel; Scholz, Daniel; Wiestler, Benedikt; Rekik, Islem; Suk, Heung-IL; Ouyang, Xi; Peeken, Jan C.; Erdur, Ayhan Can; Pan, Jiazhen

doi:DOI:10.1007/978-3-032-09513-8_55

Journal Article/Contribution to a conference proceedings/Contribution to a book

DKFZ-2026-00182

MultiMAE for Brain MRIs: Robustness to Missing Inputs Using Multi-modal Masked Autoencoder

Cui, Z. (Editor) ; Rekik, I. (Editor) ; Suk, H.-I. (Editor) ; Ouyang, X. (Editor) ; Sun, K. (Editor) ; Wang, S. (Editor) ; Erdur, A. C. ; Beischl, C. ; Scholz, D. ; Pan, J. ; Wiestler, B. ; Rueckert, D. ; Peeken, J. C.DKFZ*

2026
Springer Heidelberg
ISBN: 978-3-032-09512-1 (print), 978-3-032-09513-8 (electronic)

Machine Learning in Medical Imaging / Cui, Zhiming (Editor) ; Cham : Springer Nature Switzerland, 2026, Chapter 55 ; ISSN: 0302-9743=1611-3349 ; ISBN: 978-3-032-09512-1=978-3-032-09513-8 ; doi:10.1007/978-3-032-09513-8
16th International Workshop on Machine Learning in Medical Imaging, MLMI 2025 was held in conjunction with the 28th International Conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025, Daejeon, South Korea, 23 Sep 2025 - 23 Sep 2025 Lecture notes in computer science 16241 LNCS, 572 - 582 (2026) [DOI:10.1007/978-3-032-09513-8_55]

Note: Conference code 345219

Contributing Institute(s):

DKTK Koordinierungsstelle München (MU01)

Research Program(s):

899 - ohne Topic (POF4-899) (POF4-899)

Appears in the scientific report 2026

Database coverage:
Nationallizenz

; SCOPUS

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Document types > Events > Contributions to a conference proceedings
Document types > Books > Contribution to a book
Document types > Articles > Journal Article
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Record created 2026-01-23, last modified 2026-01-23

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