Program

IPMI 2021 will feature 3 days of oral and poster presentations of accepted papers. Thorough and lively discussions of the presented scientific results is a hallmark of the IPMI conference series, and we are designing a virtual venue to facilitate and emphasize both scientific and social interactions.
The program will feature live presentations, a keynote by Professor Gitte Moos Knudsen, poster presentations and award ceremony. Between the scheduled events, there will be possibility to meet and discuss both posters and presented orals with the authors. Pre-recorded versions of the talks will be available for viewing outside the scheduled oral sessions.
Discussion groups will meet prior to the conference to read, discuss and prepare questions for all papers. IPMI will in addition have a forum with possibility for offline discussions of all presented papers.

Keynote speaker

  • Gitte Moos Knudsen, Chair, Professor, MD, DMSc Dept. Neurology and Neurobiology Research Unit, Copenhagen University Hospital (Rigshospitalet).
    Gitte Moos Knudsen is a translational neurobiologist and clinical neurologist with interest in advanced methodological developments and applications to address pertinent neurobiological and clinical issues. Her scientific interests include blood-brain barrier transport, neurobiology of cerebral blood flow and metabolism and the neurobiology of cerebral neurotransmission with particular emphasis on molecular brain imaging. Professor Knudsen is leading the Center for Experimental Medicine Neuropharmacology (NeuroPharm) at the Rigshospitalet in Copenhagen. The center has the aim to answer pertinent and basic questions regarding human brain disease mechanisms and predict brain responses to categories of neuromodulatory interventions as well as treatment efficacy. For this purpose, PET brain scanning is used to image brain receptors and receptor occupancy, and fMRI is to evaluate drug effects on the brain hemodynamic response as well as the brains regional interactions, i.e., functional connectivity. Professor Knudsen is in addition director of the Center for Integrated Molecular Brain Imaging (Cimbi), director of the Center for Experimental Medicine Neuropharmacology (NeuroPharm), and PI of the strategic alliance BrainDrugs.

Conference Programme

Please note that all oral papers and poster papers are scheduled to present in two poster sessions. Poster group assignments can be found here.
All times are Central European Time (CET).
The program is currently tentative and changes may happen prior to the conference.

Monday 28.6.2021

9-11 CET Session 1 – Brain connectivity

Cytoarchitecture Measurements in Brain Gray Matter using Likelihood-Free Inference, Jallais, Maëliss; Rodrigues, Pedro; Gramfort, Alexandre; Wassermann, Demian

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

13-14 CET Poster session

Posters by Poster group 1

14-16 CET Session 2: Registration

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

17-18 CET Poster session

Posters by Poster group 2

18-20 CET Session 3: Causal models and interpretability

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

Tuesday 29.6.2021

9-11 CET Session 4: Representation learning

Representation Disentanglement for Multi-modal MR Analysis, Ouyang, Jiahong; Adeli, Ehsan; Pohl, Kilian; Zaharchuk, Greg; Zhao, Qingyu

Variational Knowledge Distillation for Disease Classification in Chest X-Rays, van Sonsbeek, Tom J; Zhen, Xiantong; Worring, Marcel ; Shao, Ling

Velocity-To-Pressure (V2P) – Net: Inferring Relative Pressures from Time-Varying 3D Fluid Flow Velocities. Shit, Suprosanna; Das, Dhritiman; Ezhov, Ivan; Paetzold, Johannes C.; Fava Sanches, Augusto F; Thuerey, Nils; Menze, Bjoern

13-14 CET Poster session

Posters by Poster group 3

14-16 CET Keynote + Session 5: CAI

Keynote: Gitte Moos Knudsen

Future Frame Prediction for Robot-assisted Surgery, Gao, Xiaojie; Jin, Yueming; Zhao, Zixu; Dou, Qi; Heng, Pheng-Ann

17-18 Poster session

Posters by Poster group 1

18-20 CET Session 6: Differential geometry

Geodesic Tubes for Uncertainty Quantification in Diffusion MRI, Sengers, Rick; Florack, Luc; Fuster, Andrea

Structural Connectome Atlas Construction in the Space of Riemannian Metrics, Campbell, Kris; Dai, Haocheng; Su, Zhe; Bauer, Martin; Fletcher, Tom; Joshi, Sarang

Nested Grassmanns for Dimensionality Reduction with Applications to Shape Analysis, Yang, Chun-Hao; Vemuri, Baba

Wednesday 30.6.2021

9-11AM CET Session 7: Segmentation

Segmenting two-dimensional structures with strided tensor networks, Selvan, Raghavendra; Dam, Erik B B; Petersen, Jens

Distributional Gaussian Process Layers for Outlier Detection in Image Segmentation, Popescu, Sebastian G; Sharp, David; Cole, James; Kamnitsas, Konstantinos; Glocker, Ben

13-14 Poster session

Posters by Poster group 2

14-16 CET Session 8: Shape

Partial Matching in the Space of Varifolds, Antonsanti, Pierre-Louis A; Glaunès, Joan; Benseghir, Thomas; Jugnon, Vincent; Kaltenmark, Irene

Hierarchical Morphology-Guided Tooth Instance Segmentation from CBCT Images, Cui, Zhiming; Zhang, Bojun; Lian, Chunfeng; Li, Changjian; YANG, LEI; Zhu, Min; Wang, Wenping; Shen, Dinggang

17-18:30 CET Poster session + Awards + Closing remarks

Posters by Poster group 3

19:00 – ? CET Online soccer match