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2020 – today
- 2025
[j4]Felix Krones
, Umar Marikkar, Guy Parsons, Adam Szmul, Adam Mahdi:
Review of multimodal machine learning approaches in healthcare. Inf. Fusion 114: 102690 (2025)- 2024
- [i1]Felix Krones, Umar Marikkar, Guy Parsons, Adam Szmul, Adam Mahdi:
Review of multimodal machine learning approaches in healthcare. CoRR abs/2402.02460 (2024) - 2023
- [j3]Zhengkun Dong, Shutong Yu, Adam Szmul, Jingyuan Wang, Junfeng Qi, Hao Wu, Junyu Li, Zihong Lu, Yibao Zhang:
Simulation of a new respiratory phase sorting method for 4D-imaging using optical surface information towards precision radiotherapy. Comput. Biol. Medicine 162: 107073 (2023) - 2022
- [c5]An Zhao, Ahmed H. Shahin, Yukun Zhou, Eyjolfur Gudmundsson, Adam Szmul, Nesrin Mogulkoc, Frouke Van Beek, Christopher Brereton, Hendrik W. Van Es, Katarina Pontoppidan, Recep Savas, Timothy Wallis, Omer Unat, Marcel Veltkamp, Mark G. Jones, Coline H. M. Van Moorsel, David Barber, Joseph Jacob, Daniel C. Alexander:
Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis. MICCAI (8) 2022: 223-233
2010 – 2019
- 2019
- [j2]Adam Szmul, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau, Bartlomiej W. Papiez:
Patch-based lung ventilation estimation using multi-layer supervoxels. Comput. Medical Imaging Graph. 74: 49-60 (2019) - 2018
- [c4]Adam Szmul, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau, Bartlomiej W. Papiez:
XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model. RAMBO+BIA+TIA@MICCAI 2018: 260-271 - [c3]Adam Szmul, Bartlomiej W. Papiez, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau:
Regional lung ventilation estimation based on supervoxel tracking. Medical Imaging: Image-Guided Procedures 2018: 105761E - 2017
- [j1]Adam Szmul, Bartlomiej W. Papiez, Andre Hallack, Vicente Grau, Julia A. Schnabel:
Supervoxels for graph cuts-based deformable image registration using guided image filtering. J. Electronic Imaging 26(6): 61607 (2017) - 2016
- [c2]Adam Szmul, Bartlomiej W. Papiez, Russell Bates, Andre Hallack, Julia A. Schnabel, Vicente Grau:
Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering. CVPR Workshops 2016: 592-599 - [c1]Bartlomiej W. Papiez, Adam Szmul, Vicente Grau, J. Michael Brady, Julia A. Schnabel:
Non-local Graph-Based Regularization for Deformable Image Registration. MCV/BAMBI@MICCAI 2016: 199-207
Coauthor Index
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