Title
CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions Tom Kamiel Magda Vercauteren Mathias Unberath N. Padoy Nassir Navab 24 112 0 20 Oct 2019
Learning Deformable Point Set Registration with Regularized Dynamic Graph CNNs for Large Lung Motion in COPD Patients Lasse Hansen Doris Dittmer M. Heinrich 3DPC 11 15 0 17 Sep 2019
Few Labeled Atlases are Necessary for Deep-Learning-Based Segmentation H. Lee M. Sabuncu Adrian V. Dalca 14 8 0 13 Aug 2019
Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior M. Laves Sontje Ihler T. Ortmaier MedIm 19 7 0 02 Aug 2019
Automatic Registration between Cone-Beam CT and Scanned Surface via Deep-Pose Regression Neural Networks and Clustered Similarities Minyoung Chung Jingyu Lee Wisoo Song Youngchan Song I. Yang Jeongjin Lee Y. Shin 15 24 0 29 Jul 2019
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks M. Heinrich MedIm 19 84 0 25 Jul 2019
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration Matthew C. H. Lee Ozan Oktay A. Schuh M. Schaap Ben Glocker MedIm ViT 22 76 0 22 Jul 2019
One Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking T. Fechter D. Baltas 20 78 0 10 Jul 2019
Deep learning in ultrasound imaging Ruud J. G. van Sloun Regev Cohen Yonina C. Eldar 14 226 0 05 Jul 2019
Conditional Segmentation in Lieu of Image Registration Yipeng Hu Eli Gibson D. Barratt M. Emberton J. A. Noble Tom Kamiel Magda Vercauteren 32 22 0 30 Jun 2019
Recurrent Registration Neural Networks for Deformable Image Registration Robin Sandkühler Simon Andermatt G. Bauman Sylvia Nyilas C. Jud Philippe C. Cattin MedIm 6 17 0 07 Jun 2019
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations C. Qin Bibo Shi Rui Liao Tommaso Mansi Daniel Rueckert A. Kamen MedIm 36 125 0 22 Mar 2019
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces Adrian V. Dalca Guha Balakrishnan John Guttag M. Sabuncu MedIm DiffM 29 362 0 08 Mar 2019
Deep Learning in Medical Image Registration: A Survey Grant Haskins Uwe Krüger Pingkun Yan MedIm 24 585 0 05 Mar 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xiaomeng Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 14 377 0 28 Feb 2019
Deep Information Theoretic Registration A. Sedghi Jie Luo Alireza Mehrtash S. Pieper C. Tempany Tina Kapur P. Mousavi W. Wells 8 0 0 31 Dec 2018
Learning a Probabilistic Model for Diffeomorphic Registration Julian Krebs H. Delingette B. Mailhé N. Ayache Tommaso Mansi DiffM MedIm 28 192 0 18 Dec 2018
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking Alessa Hering Sven Kuckertz Stefan Heldmann M. Heinrich 17 47 0 05 Dec 2018
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 9 671 0 17 Sep 2018
VoxelMorph: A Learning Framework for Deformable Medical Image Registration Guha Balakrishnan Amy Zhao M. Sabuncu John Guttag Adrian V. Dalca MedIm 44 1,543 0 14 Sep 2018