Probabilistic Non-Rigid Registration for Safe Brain Tumor Resection

Informazioni relative al progetto

SafeREG

ID dell’accordo di sovvenzione: 101154248

DOI

10.3030/101154248

Progetto chiuso

Data della firma CE 17 Aprile 2024

Data di avvio 1 Agosto 2024

Data di completamento 31 Luglio 2026

Finanziato da

• Marie Skłodowska-Curie Actions (MSCA)

Costo totale

Nessun dato

Contributo UE

€ 195 914,88

Coordinato da

INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET AUTOMATIQUE
France

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Data Management Plan (1)

Data Management Plan

The Data Management Plan describes the data management life cyclefor all data sets that will be collected, processed or generated by the action. It is adocument describing what data will be collected, processed or generated andfollowing what methodology and standards, whether and how this data will beshared and/or made open, and how it will be curated and preserved.

Pubblicazioni

Conference proceedings (3)

Connecting Jensen-Shannon and Kullback-Leibler Divergences: A New Bound for Representation Learning

Autori: Reuben Dorent, Polina Golland, William Wells
Pubblicato in: Advances in Neural Information Processing Systems, 2025, ISSN 1049-5258
Editore: Curran Associates, Inc

Unsupervised Anomaly Detection Using Bayesian Flow Networks: Application to Brain FDG PET in the Context of Alzheimer’s Disease

Autori: Hugues Roy, Reuben Dorent, Ninon Burgos
Pubblicato in: Lecture Notes in Computer Science, Deep Generative Models, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-05472-2_25

Deep Biomechanically-Guided Interpolation for Keypoint-Based Brain Shift Registration

Autori: Tiago Assis, Ines P. Machado, Benjamin Zwick, Nuno C. Garcia, Reuben Dorent
Pubblicato in: Lecture Notes in Computer Science, Collaborative Intelligence and Autonomy in Image-Guided Surgery, 2026
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-032-09784-2_11

Peer reviewed articles (7)

Unified Cross-Modal Medical Image Synthesis With Hierarchical Mixture of Product-of-Experts

Autori: Reuben Dorent, Nazim Haouchine, Alexandra Golby, Sarah Frisken, Tina Kapur, William Wells
Pubblicato in: IEEE Transactions on Pattern Analysis and Machine Intelligence, Numero 48, 2026, ISSN 0162-8828
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TPAMI.2025.3616632

Learn2Reg 2024: New Benchmark Datasets Driving Progress on New Challenges

Autori: Lasse Hansen, Wiebke Heyer, Christoph Großbröhmer, Frederic Madesta, Thilo Sentker, Wang Jiazheng, Yuxi Zhang, Hang Zhang, Min Liu, Junyi Wang, Xi Zhu, Yuhua Li, Liwen Wang, Daniil Morozov, Nazim Haouchine, Joel Honkamaa, Pekka Marttinen, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Christian Wachinger, Jin Kim, Dan Ruan, Marek Wodzinski, Henning Müller, Tony C.W. Mok, Xi Jia, Jinming Duan, Mikael Brudfors, Seyed-Ahmad Ahmadi, Yunzheng Zhu, William Hsu, Tina Kapur, William M. Wells, Alexandra Golby, Aaron Carass, Harrison Bai, Yihao Liu, Perrine Paul-Gilloteaux, Joakim Lindblad, Nataša Sladoje, Andreas Walter, Junyu Chen, Reuben Dorent, Alessa Hering, Mattias P. Heinrich
Pubblicato in: Machine Learning for Biomedical Imaging, Numero 3, 2026, ISSN 2766-905X
Editore: Machine Learning for Biomedical Imaging
DOI: 10.59275/J.MELBA.2025-GC8C

LNQ 2023 challenge: Benchmark of weakly-supervised techniques for mediastinal lymph node quantification

Autori: Reuben Dorent, Roya Khajavi, Tagwa Idris, Erik Ziegler, Bhanusupriya Somarouthu, Heather Jacene, Ann LaCasce, Jonathan Deissler, Jan Ehrhardt, Sofija Engelson, Stefan M. Fischer, Yun Gu, Heinz Handels, Satoshi Kasai, Satoshi Kondo, Klaus Maier-Hein, Julia A. Schnabel, Guotai Wang, Litingyu Wang, Tassilo Wald, Guang-Zhong Yang, Hanxiao Zhang, Minghui Zhang, Steve Pieper, Gordon Harris, Ron Kikinis, Tina Kapur
Pubblicato in: Machine Learning for Biomedical Imaging, Numero 3, 2025, ISSN 2766-905X
Editore: Machine Learning for Biomedical Imaging
DOI: 10.59275/J.MELBA.2025-D482

Beyond the LUMIR challenge: The pathway to foundational registration models

Autori: Junyu Chen, Shuwen Wei, Joel Honkamaa, Pekka Marttinen, Hang Zhang, Min Liu, Yichao Zhou, Zuopeng Tan, Zhuoyuan Wang, Yi Wang, Hongchao Zhou, Shunbo Hu, Yi Zhang, Qian Tao, Lukas Förner, Thomas Wendler, Bailiang Jian, Benedikt Wiestler, Tim Hable, Jin Kim, Dan Ruan, Frederic Madesta, Thilo Sentker, Wiebke Heyer, Lianrui Zuo, Yuwei Dai, Jing Wu, Jerry L. Prince, Harrison Bai, Yong Du, Yihao Liu, Alessa Hering, Reuben Dorent, Lasse Hansen, Mattias P. Heinrich, Aaron Carass
Pubblicato in: Medical Image Analysis, Numero 113, 2026, ISSN 1361-8415
Editore: Elsevier BV
DOI: 10.1016/J.MEDIA.2026.104175PURCHASEPDF

A 3-D Cross-Modal Keypoint Descriptor for MR-US Matching and Registration

Autori: Daniil Morozov, Reuben Dorent, Nazim Haouchine
Pubblicato in: IEEE Transactions on Medical Imaging, Numero 45, 2026, ISSN 0278-0062
Editore: Institute of Electrical and Electronics Engineers (IEEE)
DOI: 10.1109/TMI.2026.3680352

Optimizing registration uncertainty visualization to support intraoperative decision-making during brain tumor resection

Autori: M. Geshvadi, R. Dorent, C. Galvin, L. Rigolo, N. Haouchine, T. Kapur, S. Pieper, M. Vangel, W. M. Wells, A. J. Golby, D. Haehn, S. Frisken
Pubblicato in: International Journal of Computer Assisted Radiology and Surgery, Numero 20, 2025, ISSN 1861-6429
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S11548-025-03407-Z

Data-driven registration and modeling of brain deformation for image-guided neurosurgery: A systematic review

Autori: Tiago Assis, Colin P. Galvin, Joshua P. Castillo, Nazim Haouchine, Marta Kersten-Oertel, Zeyu Gao, Mireia Crispin-Ortuzar, Stephen J. Price, Thomas Santarius, Yangming Ou, Sarah Frisken, Nuno C. Garcia, Alexandra J. Golby, Reuben Dorent, Ines P. Machado
Pubblicato in: Medical Image Analysis, 2026, ISSN 1361-8415
Editore: Elsevier BV
DOI: 10.1016/J.MEDIA.2026.104217