The Impact of Machine Learning on 2D/3D Registration for Image-guided
Interventions: A Systematic Review and Perspective

The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective

4 August 2021

Mathias Unberath

Russell H. Taylor

Papers citing "The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective"

14 / 14 papers shown

Title
Rigid Single-Slice-in-Volume registration via rotation-equivariant 2D/3D feature matching Stefan Brandstätter Philipp Seeböck Christoph Fürböck Svitlana Pochepnia H. Prosch Georg Langs 30 0 0 24 Oct 2024
A Cranial-Feature-Based Registration Scheme for Robotic Micromanipulation Using a Microscopic Stereo Camera System Xiaofeng Lin Saúl Alexis Heredia Pérez Kanako Harada 27 3 0 24 Oct 2024
An Optimization-based Baseline for Rigid 2D/3D Registration Applied to Spine Surgical Navigation Using CMA-ES Minheng Chen Tonglong Li Zhirun Zhang Youyong Kong 30 4 0 08 Feb 2024
Local Feature Matching Using Deep Learning: A Survey Shibiao Xu Shunpeng Chen Rongtao Xu Changwei Wang Peng Lu Li Guo ObjD 29 32 0 31 Jan 2024
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering Vivek Gopalakrishnan Neel Dey Polina Golland MedIm 27 11 0 11 Dec 2023
Toward Process Controlled Medical Robotic System Yihao Liu Amir Kheradmand Mehran Armand 19 6 0 10 Aug 2023
Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery Florentin Liebmann Marco von Atzigen Dominik Stütz Julian Wolf Lukas Zingg ... J. Snedeker Martin R. Oswald Marc Pollefeys Mazda Farshad Philipp Fürnstahl 16 18 0 05 Aug 2023
The Impact of Loss Functions and Scene Representations for 3D/2D Registration on Single-view Fluoroscopic X-ray Pose Estimation Chaochao Zhou Syed Hasib Akhter Faruqui Abhinav Patel R. Abdalla M. Hurley A. Shaibani M. Potts B. Jahromi S. Ansari D. Cantrell 13 0 0 01 Aug 2023
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 42 36 0 28 Jul 2023
Embedded Feature Similarity Optimization with Specific Parameter Initialization for 2D/3D Medical Image Registration Minheng Chen Zhirun Zhang Shuheng Gu Youyong Kong 32 4 0 10 May 2023
CNN-based real-time 2D-3D deformable registration from a single X-ray projection Francois Lecomte J. Dillenseger S. Cotin 18 1 0 15 Dec 2022
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion Srikrishna Jaganathan Maximilian Kukla Jian Wang Karthik Shetty Andreas K. Maier 3DPC 36 10 0 14 Oct 2022
SyntheX: Scaling Up Learning-based X-ray Image Analysis Through In Silico Experiments Cong Gao Benjamin Killeen Yicheng Hu Robert Grupp Russell H. Taylor Mehran Armand Mathias Unberath MedIm 27 9 0 13 Jun 2022
Known Operator Learning and Hybrid Machine Learning in Medical Imaging -- A Review of the Past, the Present, and the Future Andreas K. Maier Harald Kostler M. Heisig P. Krauss S. Yang MedIm 31 29 0 10 Aug 2021