Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering. - Adam Szmul; Bartlomiej W. Papiez; Russell Bates; Andre Hallack; Julia A. Schnabel; Vicente Grau (CVPR Workshops, 2016)

Non-local Graph-Based Regularization for Deformable Image Registration. - Bartlomiej W. Papiez; Adam Szmul; Vicente Grau; J. Michael Brady; Julia A. Schnabel (MCV/BAMBI@MICCAI, 2016)

Supervoxels for graph cuts-based deformable image registration using guided image filtering. - Adam Szmul; Bartlomiej W. Papiez; Andre Hallack; Vicente Grau; Julia A. Schnabel (J. Electronic Imaging, 2017)

XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model. - Adam Szmul; Tahreema N. Matin; Fergus V. Gleeson; Julia A. Schnabel; Vicente Grau; Bartlomiej W. Papiez (RAMBO+BIA+TIA@MICCAI, 2018)

Regional lung ventilation estimation based on supervoxel tracking. - Adam Szmul; Bartlomiej W. Papiez; Tahreema N. Matin; Fergus V. Gleeson; Julia A. Schnabel; Vicente Grau (Image-Guided Procedures, 2018)

Patch-based lung ventilation estimation using multi-layer supervoxels. - Adam Szmul; Tahreema N. Matin; Fergus V. Gleeson; Julia A. Schnabel; Vicente Grau; Bartlomiej W. Papiez (Comput. Medical Imaging Graph., 2019)

Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis. - 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; et al. (MICCAI (8), 2022)

Simulation of a new respiratory phase sorting method for 4D-imaging using optical surface information towards precision radiotherapy. - Zhengkun Dong; Shutong Yu; Adam Szmul; Jingyuan Wang; Junfeng Qi; Hao Wu; Junyu Li; Zihong Lu; Yibao Zhang (Comput. Biol. Medicine, 2023)

Spectral Transition Evaluation and Heatmap Extraction for Deep Learning Classifiers. - Mehran Azimbagirad; Pardeep Vasudev; Adam Szmul; John McCabe; Shahab Aslani; Niccolò McConnell; Brintha Selvarajah; Amyn Bhamani; Daniel C. Alexander; Joseph Jacob (MICAD, 2024)

Review of multimodal machine learning approaches in healthcare. - Felix Krones; Umar Marikkar; Guy Parsons; Adam Szmul; Adam Mahdi (Inf. Fusion, 2025)