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IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration

31 March 2025

Jean-Louis Dillenseger

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Papers citing "IMPACT: A Generic Semantic Loss for Multimodal Medical Image Registration"

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Title
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review Anna Reithmeir Veronika Spieker Vasiliki Sideri-Lampretsa Daniel Rueckert Julia A. Schnabel Veronika A. Zimmer MedIm 92 2 0 20 Dec 2024
Deep Learning in Medical Image Registration: Magic or Mirage? Rohit Jena Deeksha Sethi Pratik Chaudhari James C. Gee OOD 75 10 0 11 Aug 2024
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 79 42 0 28 Jul 2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles Chaitanya K. Ryali Yuan-Ting Hu Daniel Bolya Chen Wei Haoqi Fan ... Omid Poursaeed Judy Hoffman Jitendra Malik Yanghao Li Christoph Feichtenhofer 3DH 107 186 0 01 Jun 2023
STU-Net: Scalable and Transferable Medical Image Segmentation Models Empowered by Large-Scale Supervised Pre-training Ziyan Huang Hao Wang Zhongying Deng Jin Ye Yanzhou Su ... Junjun He Yun Gu Lixu Gu Shaoting Zhang Yu Qiao 64 81 0 13 Apr 2023
Segment Anything A. Kirillov Eric Mintun Nikhila Ravi Hanzi Mao Chloe Rolland ... Spencer Whitehead Alexander C. Berg Wan-Yen Lo Piotr Dollár Ross B. Girshick MLLM VLM 371 7,405 0 05 Apr 2023
A Systematic Performance Analysis of Deep Perceptual Loss Networks: Breaking Transfer Learning Conventions G. Pihlgren Konstantina Nikolaidou Prakash Chandra Chhipa Nosheen Abid Rajkumar Saini Fredrik Sandin Marcus Liwicki 66 10 0 08 Feb 2023
TotalSegmentator: robust segmentation of 104 anatomical structures in CT images Jakob Wasserthal H. Breit Manfred T. Meyer M. Pradella Daniel Hinck ... Daniel Boll Joshy Cyriac Shan Yang M. Bach Martin Segeroth OOD 71 757 0 11 Aug 2022
Learn2Reg: comprehensive multi-task medical image registration challenge, dataset and evaluation in the era of deep learning Alessa Hering Lasse Hansen Tony C. W. Mok Albert C. S. Chung H. Siebert ... K. Murphy Nikolas Lessmann Bram van Ginneken Adrian Dalca M. Heinrich 86 189 0 08 Dec 2021
TransMorph: Transformer for unsupervised medical image registration Junyu Chen Eric C. Frey Yufan He W. Paul Segars Ye Li Yong Du ViT MedIm 137 323 0 19 Nov 2021
SAME: Deformable Image Registration based on Self-supervised Anatomical Embeddings Fengze Liu K. Yan Adam P. Harrison Dazhou Guo Le Lu ... Lingyun Huang Guotong Xie Jing Xiao X. Ye D. Jin 79 33 0 23 Sep 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 94 602 0 27 May 2021
SynthMorph: learning contrast-invariant registration without acquired images Malte Hoffmann Benjamin Billot Douglas N. Greve Juan Eugenio Iglesias Bruce Fischl Adrian Dalca MedIm 57 159 0 21 Apr 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 547 42,639 0 03 Dec 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 96 372 0 08 Mar 2019
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration B. D. de Vos F. Berendsen M. Viergever Hessam Sokooti Marius Staring Ivana Isgum MedIm 69 687 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian Dalca MedIm 119 1,578 0 14 Sep 2018
Learning Deep Similarity Metric for 3D MR-TRUS Registration Grant Haskins J. Kruecker Uwe Krüger Sheng Xu Peter A. Pinto Bradford J. Wood Pingkun Yan 156 115 0 12 Jun 2018
Adversarial Image Registration with Application for MR and TRUS Image Fusion Pingkun Yan Sheng Xu A. Rastinehad Bradford J. Wood GAN MedIm 64 84 0 30 Apr 2018
Adaptive Sampling Strategies for Stochastic Optimization Raghu Bollapragada R. Byrd J. Nocedal 44 116 0 30 Oct 2017
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 259 10,267 0 27 Mar 2016