Waddelma

  • Vanderbilt University

    Head Motion in Diffusion Magnetic Resonance Imaging: Quantification, Mitigation, and Structural Associations in Large, Cross-Sectional Datasets Across the Lifespan

    Schilling, Kurt G.; Ramadass, Karthik; Sairanen, Viljami; Kim, Michael E.; Rheault, Francois; Newlin, Nancy; Nguyen, Tin; Barquero, Laura; D’archangel, Micah; Gao, Chenyu; Topolnjak, Ema; Khairi, Nazirah Mohd; Archer, Derek; Beason-Held, Lori L.; Resnick, Susan M.; Hohman, Timothy; Cutting, Laurie; Schneider, Julie; Barnes, Lisa L.; Bennett, David A.; Arfanakis, Konstantinos;… Read More

    Mar. 24, 2025

  • Vanderbilt University

    Learning disentangled representations to harmonize connectome network measures

    Newlin, Nancy R.; Kim, Michael E.; Kanakaraj, Praitayini; Pechman, Kimberly; Shashikumar, Niranjana; Moore, Elizabeth; Archer, Derek; Hohman, Timothy; Jefferson, Angela; Moyer, Daniel; Landman, Bennett A. “Learning disentangled representations to harmonize connectome network measures.” Journal of Medical Imaging, vol. 12, no. 1, 2025, 14004, https://doi.org/10.1117/1.JMI.12.1.014004… Read More

    Mar. 24, 2025

  • Vanderbilt University

    Considerations and recommendations from the ISMRM Diffusion Study Group for preclinical diffusion MRI: Part 3—Ex vivo imaging: Data processing, comparisons with microscopy, and tractography

    Schilling, Kurt G.; Howard, Amy F. D.; Grussu, Francesco; Ianus, Andrada; Hansen, Brian; Barrett, Rachel L. C.; Aggarwal, Manisha; Michielse, Stijn; Nasrallah, Fatima; Syeda, Warda; Wang, Nian; Veraart, Jelle; Roebroeck, Alard; Bagdasarian, Andrew F.; Eichner, Cornelius; Sepehrband, Farshid; Zimmermann, Jan; Soustelle, Lucas; Bowman, Christien; Tendler, Benjamin C.; Hertanu, Andreea;… Read More

    Mar. 24, 2025

  • Vanderbilt University

    Longitudinal patterns of brain aging and neurodegeneration among older adults with dual decline in memory and gait

    Tian, Qu; Greig, Erin E.; Walker, Keenan A.; Duggan, Michael R.; Yang, Zhijian; Moghekar, Abhay; Landman, Bennett A.; Davatzikos, Christos; Resnick, Susan M.; Ferrucci, Luigi. “Longitudinal patterns of brain aging and neurodegeneration among older adults with dual decline in memory and gait.” Alzheimer’s & dementia : the… Read More

    Mar. 24, 2025

  • Vanderbilt University

    Partial transport for point-cloud registration

    Bai, Yiku; Tran, Huy; Damelin, Steven B.; Kolouri, Soheil. “Partial transport for point-cloud registration.” Sampling Theory, Signal Processing, and Data Analysis, vol. 23, no. 1, 2025, 4, https://doi.org/10.1007/s43670-025-00097-1.  Point cloud registration is a key task in areas like robotics, computer graphics,… Read More

    Mar. 24, 2025

  • Vanderbilt University

    Explainable AI for medical image analysis

    Brás, Carolina; Montenegro, Helena; Cai, Leon Y.; Corbetta, Valentina; Huo, Yuankai; Silva, Wilson; Cardoso, Jaime S.; Landman, Bennett A.; Išgum, Ivana. “Explainable AI for medical image analysis.” Trustworthy Ai in Medical Imaging, 2024, pp. 347-366, https://doi.org/10.1016/B978-0-44-323761-4.00028-6.  As AI-driven solutions are… Read More

    Mar. 24, 2025

  • Vanderbilt University

    BrainWash: A Poisoning Attack to Forget in Continual Learning

    Abbasi, Ali; Nooralinejad, Parsa; Pirsiavash, Hamed; Kolouri, Soheil. “BrainWash: A Poisoning Attack to Forget in Continual Learning.” Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2024, pp. 24057-24067, https://doi.org/10.1109/CVPR52733.2024.02271.  Continual learning, a field within deep learning,… Read More

    Mar. 24, 2025

  • Vanderbilt University

    Statistical Context Detection for Deep Lifelong Reinforcement Learning

    Dick, J., Nath, S., Peridis, C., Benjamin, E., Kolouri, S., & Soltoggio, A. (2024). “Statistical Context Detection for Deep Lifelong Reinforcement Learning.” Proceedings of Machine Learning Research, 274, 1013-1031. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85219511357&partnerID=40&md5=44236f24c54c2e13e04ef41cc8a97b90  Context detection involves identifying different tasks within a continuous stream of data. Read More

    Mar. 24, 2025

  • Vanderbilt University

    VALIANT Applied AI in Industry and Business Workshop

    When : March 27th Time:  3:00-4:00 pm Location: FGH 308 Join representatives from the Center for Entrepreneurship (Owen School of Business) and Center for Technology Transfer and Commercialization(CTTC) for key tips on navigating intellectual property, disclosures, and internships. Registration is helpful, but just come on by if… Read More

    Mar. 24, 2025

  • Vanderbilt University

    Grand Opening of VALIANT

    Join us to celebrate this exciting milestone and explore the future of immersive AI translation. Date: Thursday, March 27th, 2025 Time: 1:00 PM – 3:00 PM (Ribbon Cutting and Remarks, Provost C. Cybele Raver and Dean Krish Roy at 2:00 pm) Location: Featheringill (FGH/Jacobs Hall) 385. We look forward to celebrating… Read More

    Mar. 24, 2025