Model-Based and Data-Driven Strategies in Medical Image Computing

Model-Based and Data-Driven Strategies in Medical Image Computing

23 September 2019

Daniel Rueckert

Papers citing "Model-Based and Data-Driven Strategies in Medical Image Computing"

16 / 16 papers shown

Title
Improving Instance Optimization in Deformable Image Registration with Gradient Projection Y. Zhang Yidong Zhao Qian Tao 26 0 0 21 Oct 2024
Recurrent Inference Machine for Medical Image Registration Yi Zhang Yidong Zhao Hui Xue Peter Kellman Stefan Klein Qian Tao OOD 26 0 0 19 Jun 2024
Decoder-Only Image Registration Xi Jia Wenqi Lu Xinxing Cheng Jinming Duan MedIm 3DV 29 0 0 05 Feb 2024
DeepArt: A Benchmark to Advance Fidelity Research in AI-Generated Content Wentao Wang Xuanyao Huang Tianyang Wang S. K. Roy EGVM 37 0 0 16 Dec 2023
SoK: Memorisation in machine learning Dmitrii Usynin Moritz Knolle Georgios Kaissis 17 1 0 06 Nov 2023
End-To-End Prediction of Knee Osteoarthritis Progression With Multi-Modal Transformers E. Panfilov S. Saarakkala M. Nieminen A. Tiulpin 20 1 0 03 Jul 2023
OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms Jiafan Zhuang Xiansong Huang Yang Yang Jiancong Chen Yue Yu Wei-Nan Gao Ge Li Jie Chen Tong Zhang VLM 12 5 0 11 Aug 2022
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior C. Qin Shuo Wang C. L. P. Chen Wenjia Bai Daniel Rueckert MedIm 22 19 0 08 Jun 2022
Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review Lauren Coan Bryan M. Williams V. Adithya S. Upadhyaya S. Czanner R. Venkatesh C. Willoughby Kavitha Srinivasan G. Czanner 19 64 0 12 Apr 2022
Dynamic multi feature-class Gaussian process models Jean-Rassaire Fouefack Bhushan S Borotikar M. Lüthi T. Douglas Valérie Burdin Tinashe Ernest Mutsvangwa MedIm 9 0 0 08 Dec 2021
Bone Surface Reconstruction and Clinical Features Estimation from Sparse Landmarks and Statistical Shape Models: A feasibility study on the femur A. Asvadi G. Dardenne J. Troccaz Valérie Burdin 13 7 0 07 Jul 2021
Learning a Model-Driven Variational Network for Deformable Image Registration Xi Jia A. Thorley Wei Chen Huaqi Qiu Linlin Shen ... A. Leonardis A. de Marvao D. O’Regan Daniel Rueckert Jinming Duan MedIm 26 29 0 25 May 2021
A Geometry-Informed Deep Learning Framework for Ultra-Sparse 3D Tomographic Image Reconstruction Liyue Shen Wei Zhao D. Capaldi John M. Pauly Lei Xing 18 28 0 25 May 2021
Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation Michael Yeung Evis Sala Carola-Bibiane Schönlieb L. Rundo 30 393 0 08 Feb 2021
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 40 624 0 02 Aug 2020
Joint Learning of Motion Estimation and Segmentation for Cardiac MR Image Sequences C. Qin Wenjia Bai Jo Schlemper S. Petersen Stefan K. Piechnik S. Neubauer Daniel Rueckert MedIm 51 156 0 11 Jun 2018