Research

Xiao, David, Forero, Yency, Kammer, Michael N., Chen, Heidi, Paez, Rafael, Heideman, Brent E., Owoseeni, Oreoluwa, Johnson, Ian, Deppen, Stephen A., Grogan, Eric L., & Maldonado, Fabien. (2025). Radiomic ‘Stress Test’: Exploration of a deep learning radiomic model in a high-risk prospective lung nodule cohort. *BMJ Open… Read More

Scott, Madison G., Triaud, Amaury H. M. J., Barkaoui, Khalid, Sebastian, Daniel, Burgasser, Adam J., Collins, Karen A., Dransfield, Georgina, Hellier, Coel, Howell, Steve B., Piette, Anjali A. A., Rackham, Benjamin V., Stassun, Keivan G., Stokholm, Amalie, Timmermans, Mathilde, Watkins, Cristilyn N., Fausnaugh, Michael, Fukui, Akihiko, Jenkins, Jon… Read More

Gold, Benjamin P.; Goodale, Sarah E.; Zhao, Chong; Pourmotabbed, Haatef; de Zwart, Jacco A.; Özbay, Pinar S.; Bolt, Taylor S.; Duyn, Jeff H.; Chen, Jingyuan E.; Chang, Catie. “Functional MRI signals exhibit stronger covariation with peripheral autonomic measures as vigilance decreases.” Imaging Neuroscience 2 (2024):… Read More

Suresh, Uday; Steitz, Bryan D.; Rosenbloom, S. Trent; Griffith, Kevin N.; Ancker, Jessica S. “Behavior shifts in patient portal usage during and after policy changes around test result delivery and notification.” AMIA … Annual Symposium proceedings. AMIA Symposium (2024): 1089-1098. https://pmc.ncbi.nlm.nih.gov/articles/PMC12099325/ … Read More

Yao, Xing; Yu, Runxuan; Hu, Dewei; Yang, Hao; Lou, Ange; Wang, Jiacheng; Lu, Daiwei; Arenas, Gabriel; Oguz, Baris; Pouch, Alison; Schwartz, Nadav; Byram, Brett C.; Oguz, Ipek. “SynStitch: A self-supervised learning network for ultrasound image stitching using synthetic training pairs and indirect supervision.” Proceedings – International… Read More

Sathe, Aditi; Yang, Yisu; Schilling, Kurt G.; Shashikumar, Niranjana; Moore, Elizabeth; Dumitrescu, Logan; Pechman, Kimberly R.; Landman, Bennett A.; Gifford, Katherine A.; Hohman, Timothy J.; Jefferson, Angela L.; Archer, Derek B. “Free-water: A promising structural biomarker for cognitive decline in aging and mild cognitive impairment.” Imaging… Read More

Basu, Satabdi; Rachmatullah, Arif; McElhaney, Kevin; Alozie, Nonye; Yang, Hui; Hutchins, Nicole; Biswas, Gautam; Mills, Kelly. “A comparison of computational practices and student challenges across three types of computational modeling activities integrating science and engineering.” Computer-Supported Collaborative Learning Conference, CSCL (2024): 1778-1781. https://repository.isls.org//handle/1/10808… Read More

Yoon, Jongyeon; Rao, Mingxing; McMaster, Elyssa M.; Cho, Chloe; Newlin, Nancy R.; Schilling, Kurt G.; Landman, Bennett A.; Moyer, Daniel. “Transformer-based T1-tractography.” Proceedings – International Symposium on Biomedical Imaging (2025). https://doi.org/10.1109/ISBI60581.2025.10981144.  Diffusion MRI (dMRI) is currently the best non-invasive way… Read More

McElhaney, Kevin W.; Basu, Satabdi; McBride, Elizabeth; Hutchins, Nicole; Biswas, Gautam. “Design and implementation of a week-long, high school curriculum unit integrating physics and computational modeling.” Computer-Supported Collaborative Learning Conference, CSCL (2023): 497-504. https://repository.isls.org//handle/1/10289  Getting students involved in computational modeling (CM)—where… Read More

Zhou, Mengxi; Fonteles, Joyce; Danish, Joshua; Davalos, Eduardo; Steinberg, Selena; Biswas, Gautam; Enyedy, Noel. “Exploring artificial intelligence supported interaction analysis.” Computer-Supported Collaborative Learning Conference, CSCL (2024): 2327-2328. https://repository.isls.org//handle/1/10999  Interaction Analysis (IA), a method often used in Learning Sciences, helps researchers understand… Read More