Adam Szmul

12 papers Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Association of Progressive PPFE and Mortality in Lung Cancer Screening Cohorts.
CoRR
Shahab Aslani, Mehran Azimbagirad, Daryl Cheng, Daisuke Yamada, Ryoko Egashira, Adam Szmul, Justine Chan-Fook, Robert Chapman, Alfred Chung Pui So, Shanshan Wang, John McCabe, Tianqi Yang, Jose M. Brenes, Eyjolfur Gudmundsson, SUMMIT Consortium, Susan M. Astley, Daniel C. Alexander, Sam M. Janes, Joseph Jacob
2025 J jnl
Review of multimodal machine learning approaches in healthcare.
Inf. Fusion
Felix Krones, Umar Marikkar, Guy Parsons, Adam Szmul, Adam Mahdi
2024 J jnl
Review of multimodal machine learning approaches in healthcare.
CoRR
Felix Krones, Umar Marikkar, Guy Parsons, Adam Szmul, Adam Mahdi
2024 — conf
Spectral Transition Evaluation and Heatmap Extraction for Deep Learning Classifiers.
MICAD
Mehran Azimbagirad, Pardeep Vasudev, Adam Szmul, John McCabe, Shahab Aslani, Niccolò McConnell, Brintha Selvarajah, Amyn Bhamani, Daniel C. Alexander, Joseph Jacob
2023 J jnl
Simulation of a new respiratory phase sorting method for 4D-imaging using optical surface information towards precision radiotherapy.
Comput. Biol. Medicine
Zhengkun Dong, Shutong Yu, Adam Szmul, Jingyuan Wang, Junfeng Qi, Hao Wu, Junyu Li, Zihong Lu, Yibao Zhang
2022 — conf
Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis.
MICCAI (8)
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
2019 J jnl
Patch-based lung ventilation estimation using multi-layer supervoxels.
Comput. Medical Imaging Graph.
Adam Szmul, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau, Bartlomiej W. Papiez
2018 — conf
Regional lung ventilation estimation based on supervoxel tracking.
Image-Guided Procedures
Adam Szmul, Bartlomiej W. Papiez, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau
2018 — conf
XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model.
RAMBO+BIA+TIA@MICCAI
Adam Szmul, Tahreema N. Matin, Fergus V. Gleeson, Julia A. Schnabel, Vicente Grau, Bartlomiej W. Papiez
2017 J jnl
Supervoxels for graph cuts-based deformable image registration using guided image filtering.
J. Electronic Imaging
Adam Szmul, Bartlomiej W. Papiez, Andre Hallack, Vicente Grau, Julia A. Schnabel
2016 — conf
Graph Cuts-Based Registration Revisited: A Novel Approach for Lung Image Registration Using Supervoxels and Image-Guided Filtering.
CVPR Workshops
Adam Szmul, Bartlomiej W. Papiez, Russell Bates, Andre Hallack, Julia A. Schnabel, Vicente Grau
2016 — conf
Non-local Graph-Based Regularization for Deformable Image Registration.
MCV/BAMBI@MICCAI
Bartlomiej W. Papiez, Adam Szmul, Vicente Grau, J. Michael Brady, Julia A. Schnabel