December, 2025
Multipath cycleGAN for harmonization of paired and unpaired low-dose lung computed tomography reconstruction kernels
Dec. 5, 2025—Aravind R Krishnan, Thomas Z Li, Lucas W Remedios, Michael E Kim, Chenyu Gao, Gaurav Rudravaram, Elyssa M McMaster, Adam M Saunders, Shunxing Bao, Kaiwen Xu, Lianrui Zuo, Kim L Sandler, Fabien Maldonado, Yuankai Huo, Bennett A Landman, Medical Physics, Volume 52, Issue 11, DOI: https://doi.org/10.1002/mp.70120 Abstract Background Reconstruction kernels in computed tomography (CT) introduce...
Anatomy-Guided Multi-Path CycleGAN for Lung CT Kernel Harmonization
Dec. 5, 2025—Aravind Krishnan, Thomas Li, Lucas Walker Remedios, Kaiwen Xu, Lianrui Zuo, Kim L Sandler, Fabien Maldonado, Bennett Allan Landman, MIDL 2025, Link to paper: https://openreview.net/pdf?id=w3p7GddsQ8 Abstract Accurate quantitative measurement in lung computed tomography (CT) imaging often re- lies on consistent kernel reconstruction across scanners and manufacturers. Harmonization can reduce measurement variability caused by heterogeneous...
Investigating the impact of kernel harmonization and deformable registration on inspiratory and expiratory chest CT images for people with COPD
Dec. 5, 2025—Aravind R Krishnan, Yihao Liu, Kaiwen Xu, Michael E Kim, Lucas W Remedios, Gaurav Rudravaram, Adam M Saunders, Bradley W Richmond, Kim L Sandler, Fabien Maldonado, Bennett A Landman, Lianrui Zuo, Medical Imaging 2025: Clinical and Biomedical Imaging, Volume 13410, 531-541 , DOI: https://doi.org/10.1117/12.3048827 Abstract Paired inspiratory-expiratory Computed Tomography (CT) scans enable quantification of gas...
Secondary use of radiological imaging data: Vanderbilt’s ImageVU approach
Dec. 4, 2025—David S. Smith, Karthik Ramadass, Laura Jones, Jennifer Morse, Daniel Fabbri, Joseph R. Coco, Shunxing Bao, Melissa Basford, Peter J. Embi, Reed A. Omary, John C. Gore, Jill M. Pulley, Bennett A. Landman. Secondary use of radiological imaging data: Vanderbilt’s ImageVU approach. J Biomed Inform. 2025 Oct;170:104905. doi: 10.1016/j.jbi.2025.104905. Epub 2025 Sep 10. PMID: 40939950....
Enhancing Clinical Data Management Through Barcode Integration and Research Electronic Data Capture: Scalable and Adaptable Implementation Study
Dec. 4, 2025—Rendong Zhang, Sophie Chiron, Regina Tyree, Kate S. Carson, Larry W. Raber, Karthik Ramadass, Chenyu Gao, Michael E. Kim, Lianrui Zuo, Yike Li, Zhiyu Wan, Paul A. Harris, Qi Liu, Ken S. Lau, Lori A. Coburn, Keith T. Wilson, Yuankai Huo, Bennett A. Landman, Shunxing Bao. Enhancing Clinical Data Management Through Barcode Integration and Research...
Phenotype discovery of traumatic brain injury segmentations from heterogeneous multi-site data
Dec. 2, 2025—Adam M. Saunders, Michael E. Kim, Gaurav Rudravaram, Lucas W. Remedios, Chloe Cho, Elyssa M. McMaster, Daniel R. Gillis, Yihao Liu, Lianrui Zuo, Bennett A. Landman, and Tonia S. Rex. Phenotype discovery of traumatic brain injury segmentations from heterogeneous multi-site data. Accepted to SPIE Medical Imaging: Image Processing, February 2026. https://arxiv.org/abs/2511.03767 Abstract Traumatic brain injury...
DeepFixel: Crossing white matter fiber identification through spherical convolutional neural networks
Dec. 2, 2025—Adam M. Saunders, Lucas W. Remedios, Elyssa M. McMaster, Jongyeon Yoon, Gaurav Rudravaram, Adam Sadriddinov, Praitayini Kanakaraj, Bennett A. Landman, and Adam W. Anderson. DeepFixel: Crossing white matter fiber identification through spherical convolutional neural networks. Accepted to SPIE Medical Imaging: Clinical and Biomedical Imaging, February 2026. https://arxiv.org/abs/2511.03893 Abstract Diffusion-weighted magnetic resonance imaging allows for...