DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided
Procedures

DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures

22 March 2018

Mathias Unberath

Nassir Navab

Papers citing "DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures"

9 / 9 papers shown

Title
Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering Vivek Gopalakrishnan Neel Dey Polina Golland MedIm 31 11 0 11 Dec 2023
Application-driven Validation of Posteriors in Inverse Problems T. Adler Jan-Hinrich Nolke Annika Reinke M. Tizabi Sebastian Gruber ... Lynton Ardizzone Paul F. Jaeger Florian Buettner Ullrich Kothe Lena Maier-Hein MedIm 40 1 0 18 Sep 2023
CNN-based real-time 2D-3D deformable registration from a single X-ray projection Francois Lecomte J. Dillenseger S. Cotin 23 1 0 15 Dec 2022
Simulation-Driven Training of Vision Transformers Enabling Metal Segmentation in X-Ray Images F. Fan L. Ritschl M. Beister R. Biniazan Björn Kreher Tristan M. Gottschalk Steffen Kappler Andreas Maier ViT MedIm 16 1 0 17 Mar 2022
View-Consistent Metal Segmentation in the Projection Domain for Metal Artifact Reduction in CBCT -- An Investigation of Potential Improvement Tristan M. Gottschalk Andreas Maier Florian Kordon Björn Kreher 24 7 0 03 Dec 2021
Transfer Learning from an Artificial Radiograph-landmark Dataset for Registration of the Anatomic Skull Model to Dual Fluoroscopic X-ray Images Chaochao Zhou T. Cha Yun Peng Guoan Li MedIm 17 8 0 14 Aug 2021
The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective Mathias Unberath Cong Gao Yicheng Hu Max Judish Russell H. Taylor Mehran Armand Robert Grupp 29 66 0 04 Aug 2021
End-to-End Real-time Catheter Segmentation with Optical Flow-Guided Warping during Endovascular Intervention A. Nguyen Dennis Kundrat G. Dagnino Wenqiang Chi Mohamed E. M. K. Abdelaziz Yao Guo Yingliang Ma Trevor M. Y. Kwok C. Riga Guang-Zhong Yang 32 31 0 16 Jun 2020
i3PosNet: Instrument Pose Estimation from X-Ray in temporal bone surgery David Kügler Jannik Sehring A. Stefanov I. Stenin J. Kristin T. Klenzner J. Schipper Anirban Mukhopadhyay 21 35 0 26 Feb 2018