| Investigation of the evolution of radiation-induced lung damage using serial CT imaging and pulmonary function tests C Veiga, E Chandy, J Jacob, N Yip, A Szmul, D Landau, JR McClelland Radiotherapy and Oncology 148, 89-96, 2020 | 11 | 2020 |
| Non-local graph-based regularization for deformable image registration BW Papież, A Szmul, V Grau, JM Brady, JA Schnabel Medical Computer Vision and Bayesian and Graphical Models for Biomedical …, 2017 | 11 | 2017 |
| Graph cuts-based registration revisited: a novel approach for lung image registration using supervoxels and image-guided filtering A Szmul, BW Papiez, R Bates, A Hallack, JA Schnabel, V Grau Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 10 | 2016 |
| Supervoxels for graph cuts-based deformable image registration using guided image filtering A Szmul, BW Papież, A Hallack, V Grau, JA Schnabel Journal of electronic imaging 26 (6), 061607-061607, 2017 | 9 | 2017 |
| Patch-based lung ventilation estimation using multi-layer supervoxels A Szmul, T Matin, FV Gleeson, JA Schnabel, V Grau, BW Papież Computerized Medical Imaging and Graphics 74, 49-60, 2019 | 7 | 2019 |
| Deep learning based synthetic CT from cone beam CT generation for abdominal paediatric radiotherapy A Szmul, S Taylor, P Lim, J Cantwell, I Moreira, Y Zhang, D D’Souza, ... Physics in Medicine & Biology 68 (10), 105006, 2023 | 5 | 2023 |
| Prognostic imaging biomarker discovery in survival analysis for idiopathic pulmonary fibrosis A Zhao, AH Shahin, Y Zhou, E Gudmundsson, A Szmul, N Mogulkoc, ... International Conference on Medical Image Computing and Computer-Assisted …, 2022 | 4 | 2022 |
| A novel and automated approach to classify Radiation Induced Lung Tissue Damage on CT scans A Szmul, E Chandy, C Veiga, J Jacob, A Stavropoulou, D Landau, ... Cancers 14 (5), 1341, 2022 | 4 | 2022 |
| A multichannel feature-based approach for longitudinal lung CT registration in the presence of radiation induced lung damage A Stavropoulou, A Szmul, E Chandy, C Veiga, D Landau, JR McClelland Physics in Medicine & Biology 66 (17), 175020, 2021 | 4 | 2021 |
| In Silico Ventilation Within the Dose-Volume is Predictive of Lung Function Post-radiation Therapy in Patients with Lung Cancer Y Dong, H Kumar, M Tawhai, C Veiga, A Szmul, D Landau, J McClelland, ... Annals of Biomedical Engineering 49, 1416-1431, 2021 | 4 | 2021 |
| Quantitative analysis of radiation-associated parenchymal lung change E Chandy, A Szmul, A Stavropoulou, J Jacob, C Veiga, D Landau, ... Cancers 14 (4), 946, 2022 | 3 | 2022 |
| Developing a framework for CBCT-to-CT synthesis in paediatric abdominal radiotherapy A Szmul, S Taylor, P Lim, J Cantwell, D D’Souza, S Moinuddin, M Gaze, ... Medical Image Analysis and Understanding, 2021 | 3 | 2021 |
| Regional lung ventilation estimation based on supervoxel tracking A Szmul, BW Papiez, T Matin, FV Gleeson, JA Schnabel, V Grau Medical Imaging 2018: Image-Guided Procedures, Robotic Interventions, and …, 2018 | 2 | 2018 |
| XeMRI to CT lung image registration enhanced with personalized 4DCT-derived motion model A Szmul, T Matin, FV Gleeson, JA Schnabel, V Grau, BW Papież Image Analysis for Moving Organ, Breast, and Thoracic Images: Third …, 2018 | 2 | 2018 |
| Simulation of a new respiratory phase sorting method for 4D-imaging using optical surface information towards precision radiotherapy Z Dong, S Yu, A Szmul, J Wang, J Qi, H Wu, J Li, Z Lu, Y Zhang Computers in Biology and Medicine 162, 107073, 2023 | 1 | 2023 |
| OC-0773 CBCT-to-CT synthesis using weakly-paired cycle-consistent generative adversarial networks A Szmul, S Taylor, P Lim, J Cantwell, D D’Souza, S Moinuddin, M Gaze, ... Radiotherapy and Oncology 170, S690-S692, 2022 | 1 | 2022 |
| The evolution of radiation-induced lung damage following dose-escalated chemo-radiotherapy E Chandy, J Jacob, N Yip, A Szmul, D Landau, JR McClelland, C Veiga Radiotherapy and Oncology 152, S226-S226, 2020 | 1 | 2020 |
| Objective imaging biomarkers to quantify the evolution of radiation-induced lung damage C Veiga, J Jacob, N Yip, A Szmul, D Landau, J McClelland Proceedings of the 19th International Conference on the Use of Computers in …, 2019 | 1 | 2019 |
| Review of multimodal machine learning approaches in healthcare F Krones, U Marikkar, G Parsons, A Szmul, A Mahdi arXiv preprint arXiv:2402.02460, 2024 | | 2024 |
| PO-1689 An automated strategy to evaluate the structure consistency of CBCT-to-CT synthesis A Szmul, S Taylor, I Moreira, P Lim, J Cantwell, D D'Souza, S Moinuddin, ... Radiotherapy and Oncology 182, S1399-S1400, 2023 | | 2023 |
Julia A SchnabelTechnical University of Munich, Helmholtz Munich and King's College LondonVerified email at tum.de
