Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning - Radiothérapie Moléculaire et Innovation Thérapeutique
Article Dans Une Revue IEEE Transactions on Medical Imaging Année : 2023

Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning

Alessa Hering (1) , Lasse Hansen (2) , Tony Mok (3) , Albert Chung (3) , Hanna Siebert (2) , Stephanie Hager (4) , Annkristin Lange (4) , Sven Kuckertz (4) , Stefan Heldmann (4) , Wei Shao (5) , Sulaiman Vesal (5) , Mirabela Rusu (5) , Geoffrey Sonn (5) , Theo Estienne (6) , Maria Vakalopoulou (7) , Luyi Han (1) , Yunzhi Huang (8) , Pew-Thian Yap (9) , Mikael Brudfors (10) , Yael Balbastre (11) , Samuel Joutard (12) , Marc Modat (12) , Gal Lifshitz (13) , Dan Raviv (13) , Jinxin Lv (14) , Qiang Li (14) , Vincent Jaouen (15, 16) , Dimitris Visvikis (16) , Constance Fourcade (17, 18) , Mathieu Rubeaux (18) , Wentao Pan (19) , Zhe Xu (20) , Bailiang Jian (21) , Francesca de Benetti (21) , Marek Wodzinski (22, 23) , Niklas Gunnarsson (24) , Jens Sjolund (24) , Daniel Grzech (25) , Huaqi Qiu (25) , Zeju Li (25) , Alexander Thorley (26) , Jinming Duan (26) , Christoph Grosbrohmer (27) , Andrew Hoopes (11) , Ingerid Reinertsen (28) , Yiming Xiao (29) , Bennett Landman (30) , Yuankai Huo (30) , Keelin Murphy (1) , Nikolas Lessmann (1) , Bram van Ginneken (1, 4) , Adrian Dalca (31, 11) , Mattias Heinrich (27)
1 Radboud University Medical Center [Nijmegen]
2 Institute of Medical Informatics [Lübeck]
3 CSE, HKUST - Department of Computer Science and Engineering, the Hong Kong University of Science and Technology
4 Fraunhofer MEVIS - Fraunhofer Institute for Digital Medicine
5 Stanford University
6 RaMo-IT - Radiothérapie Moléculaire et Innovation Thérapeutique
7 MICS - Mathématiques et Informatique pour la Complexité et les Systèmes
8 NUIST - Nanjing University of Information Science and Technology
9 UNC - University of North Carolina [Chapel Hill]
10 NVIDIA - NVIDIA
11 Athinoula A. Martinos Center for Biomedical Imaging
12 King‘s College London
13 TAU - Tel Aviv University
14 Wuhan National Laboratory for Optoelectronics-Huazhong University of Science and Technology
15 IMT Atlantique - ITI - Département lmage et Traitement Information
16 LaTIM - Laboratoire de Traitement de l'Information Medicale
17 Nantes Univ - ECN - NANTES UNIVERSITÉ - École Centrale de Nantes
18 Keosys
19 THU - Tsinghua University [Beijing]
20 CUHK - The Chinese University of Hong Kong [Hong Kong]
21 Tech Univ Munich, D-85748 Garching, Germany
22 AGH UST - AGH University of Science and Technology [Krakow, PL]
23 University of Applied Sciences of Western Switzerland
24 Uppsala University
25 Imperial College London
26 University of Birmingham [Birmingham]
27 Universität zu Lübeck = University of Lübeck [Lübeck]
28 SINTEF Digital, Microsystems and Nanotechnology [Oslo]
29 Concordia University [Montreal]
30 Vanderbilt University [Nashville]
31 HMS - Harvard Medical School [Boston]
Alessa Hering
Radboud University Medical Center [Nijmegen]
Lasse Hansen
Institute of Medical Informatics [Lübeck]
Tony Mok
Department of Computer Science and Engineering, the Hong Kong University of Science and Technology
Albert Chung
Department of Computer Science and Engineering, the Hong Kong University of Science and Technology
Hanna Siebert
  • Fonction : Auteur
Institute of Medical Informatics [Lübeck]
Stephanie Hager
  • Fonction : Auteur
Fraunhofer Institute for Digital Medicine
Annkristin Lange
Fraunhofer Institute for Digital Medicine
Sven Kuckertz
  • Fonction : Auteur
Fraunhofer Institute for Digital Medicine
Stefan Heldmann
Fraunhofer Institute for Digital Medicine
Wei Shao
Stanford University
Sulaiman Vesal
Stanford University
Mirabela Rusu
  • Fonction : Auteur
Stanford University
Geoffrey Sonn
Stanford University
Theo Estienne
Radiothérapie Moléculaire et Innovation Thérapeutique
Maria Vakalopoulou
  • Fonction : Auteur
Mathématiques et Informatique pour la Complexité et les Systèmes
Luyi Han
Radboud University Medical Center [Nijmegen]
Yunzhi Huang
Nanjing University of Information Science and Technology
Pew-Thian Yap
University of North Carolina [Chapel Hill]
Mikael Brudfors
NVIDIA
Yael Balbastre
  • Fonction : Auteur
Athinoula A. Martinos Center for Biomedical Imaging
Samuel Joutard
  • Fonction : Auteur
King‘s College London
Marc Modat
  • Fonction : Auteur
King‘s College London
Gal Lifshitz
Tel Aviv University
Dan Raviv
  • Fonction : Auteur
Tel Aviv University
Jinxin Lv
Wuhan National Laboratory for Optoelectronics-Huazhong University of Science and Technology
Qiang Li
  • Fonction : Auteur
Wuhan National Laboratory for Optoelectronics-Huazhong University of Science and Technology
Vincent Jaouen
Département lmage et Traitement Information
Laboratoire de Traitement de l'Information Medicale
Dimitris Visvikis
Laboratoire de Traitement de l'Information Medicale
Constance Fourcade
  • Fonction : Auteur
NANTES UNIVERSITÉ - École Centrale de Nantes
Keosys
Mathieu Rubeaux
  • Fonction : Auteur
Keosys
Wentao Pan
Tsinghua University [Beijing]
Zhe Xu
The Chinese University of Hong Kong [Hong Kong]
Bailiang Jian
  • Fonction : Auteur
Tech Univ Munich, D-85748 Garching, Germany
Francesca de Benetti
Tech Univ Munich, D-85748 Garching, Germany
Marek Wodzinski
AGH University of Science and Technology [Krakow, PL]
University of Applied Sciences of Western Switzerland
Niklas Gunnarsson
Uppsala University
Jens Sjolund
Uppsala University
Daniel Grzech
Imperial College London
Huaqi Qiu
Imperial College London
Zeju Li
Imperial College London
Alexander Thorley
  • Fonction : Auteur
University of Birmingham [Birmingham]
Jinming Duan
University of Birmingham [Birmingham]
Christoph Grosbrohmer
Universität zu Lübeck = University of Lübeck [Lübeck]
Andrew Hoopes
  • Fonction : Auteur
Athinoula A. Martinos Center for Biomedical Imaging
Ingerid Reinertsen
SINTEF Digital, Microsystems and Nanotechnology [Oslo]
Yiming Xiao
  • Fonction : Auteur
Concordia University [Montreal]
Bennett Landman
Vanderbilt University [Nashville]
Yuankai Huo
Vanderbilt University [Nashville]
Keelin Murphy
Radboud University Medical Center [Nijmegen]
Nikolas Lessmann
Radboud University Medical Center [Nijmegen]
Bram van Ginneken
  • Fonction : Auteur
Radboud University Medical Center [Nijmegen]
Fraunhofer Institute for Digital Medicine
Adrian Dalca
  • Fonction : Auteur
Harvard Medical School [Boston]
Athinoula A. Martinos Center for Biomedical Imaging
Mattias Heinrich
  • Fonction : Auteur
Universität zu Lübeck = University of Lübeck [Lübeck]

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Informatique [cs]
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Soumis le : jeudi 30 mai 2024-11:03:34

Dernière modification le : mardi 17 septembre 2024-15:58:36

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hal-04525072 , version 1 (30-05-2024)

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Alessa Hering, Lasse Hansen, Tony Mok, Albert Chung, Hanna Siebert, et al.. Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. IEEE Transactions on Medical Imaging, 2023, 42 (3), pp.697-712. ⟨10.1109/TMI.2022.3213983⟩. ⟨hal-04525072⟩

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