Session 1: Brain connectivity
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Session chair: Daniel Alexander
Short opening remarks
Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain Mapping, Mhiri, Islem; Nebli, Ahmed; Mahjoub, Mohamed Ali; Rekik, Islem
Knowledge Transfer for Few-shot Segmentation of Novel White Matter Tracts, Lu, Qi; Ye, Chuyang
Break
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Possibility for networking in the conference lounge, browsing the poster rooms, watching poster teasers and recorded talks, etc.
Posters group 1
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Poster session group 1
Session 2: Registration
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IPMI 2021 opening remarks
Commemoration of Christian Barillot, James Duncan
Session chair: Nicolas Charon
Hypermorph: Amortized Hyperparameter Learning for Image Registration, Hoopes, Andrew; Hoffmann, Malte; Fischl, Bruce; Guttag, John; Dalca, Adrian V
Deep learning based geometric registration for medical images: How accurate can we get without visual features? Hansen, Lasse; Heinrich, Mattias
Break
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Possibility for networking in the conference lounge, browsing the poster rooms, watching poster teasers and recorded talks, etc.
Posters group 2
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Poster session group 2
Session 3: Causal models and interpretability
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Session chair: Polina Golland
Estimation of Causal Effects in the Presence of Unobserved Confounding in the Alzheimer’s Continuum, Pölsterl, Sebastian; Wachinger, Christian
Multiple-shooting adjoint method for whole-brain dynamic causal modeling, Zhuang, Juntang; Dvornek, Nicha; Tatikonda, Sekhar; Papademetris, Xenophon; Ventola, Pamela; Duncan, James S
Going Beyond Saliency Maps, Training Deep Models to Interpret Deep Models, Liu, Zixuan; Adeli, Ehsan; Pohl, Kilian; Zhao, Qingyu