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Research

  • Vanderbilt University

    Towards Machine Learning Based Fingerprinting of Ultrasonic Sensors

    Elhanafy, Marim; Ravva, Srivaths; Solanki, Abhijeet; Hasan, Syed Rafay. “Towards Machine Learning Based Fingerprinting of Ultrasonic Sensors.” Conference Proceedings – IEEE SoutheastCon (2025 51): 1332–1333. https://doi.org/10.1109/SoutheastCon56624.2025 51.10971545.  “Fingerprinting” is a method used to identify devices based on their unique data patterns—kind of like how… Read More

    May. 21, 2025 51

  • Vanderbilt University

    ReAL: Machine Learning Detection of Reflective Attacks Against Lidarometry

    Solanki, Abhijeet; Beirne, Luke; Hasan, Syed Rafay; Al Amiri, Wesam. “ReAL: Machine Learning Detection of Reflective Attacks Against Lidarometry.” Conference Proceedings – IEEE SoutheastCon (2025 51): 1309–1313. https://doi.org/10.1109/SoutheastCon56624.2025 51.10971487.  LiDAR technology, which helps devices like self-driving cars “see” their surroundings by using laser-based sensors,… Read More

    May. 21, 2025 51

  • Vanderbilt University

    Ts-FWE: Token-Aware Single-Shell Free Water Estimation for Brain Diffusion MRI

    Yao, Tianyuan; Archer, Derek; Li, Zhiyuan; Cai, Leon Y.; Kanakaraj, Praitayini; Newlin, Nancy; Liu, Quan; Deng, Ruining; Cui, Can; Bao, Shunxing; Schilling, Kurt; Landman, Bennett A.; Huo, Yuankai. “Ts-FWE: Token-Aware Single-Shell Free Water Estimation for Brain Diffusion MRI.” Lecture Notes in Computer Science 15171 LNCS (2025 51): 132–142. https://doi.org/10.1007/978-3-031-86920-4_12. Recent… Read More

    May. 21, 2025 51

  • Vanderbilt University

    Leveraging large language models for accelerated learning and innovation in biogenic tissue-engineered vascular grafts

    Gomes, S. F., Jr.; Velasco, K.; Cunha, S.; Santos, J.; Aboelkheir, M. G.; Sumini, M.; Thiré, R.; Duarte, P. C., Jr.; Andrade, A. J. P.; Díaz-Martín, R. D.; Clebis, V. H.; Bhansali, S.; Pal, K.; Maranhão, F. “Leveraging Large Language Models for Accelerated Learning and Innovation in… Read More

    May. 21, 2025 51

  • Vanderbilt University

    Autonomic physiological coupling of the global fMRI signal

    Bolt, Taylor; Wang, Shiyu; Nomi, Jason S.; Setton, Roni; Gold, Benjamin P.; deB.Frederick, Blaise; Yeo, B. T. Thomas; Chen, J. Jean; Picchioni, Dante; Duyn, Jeff H.; Spreng, R. Nathan; Keilholz, Shella D.; Uddin, Lucina Q.; Chang, Catie. “Autonomic Physiological Coupling of the Global fMRI Signal.” Nature… Read More

    May. 21, 2025 51

  • Vanderbilt University

    Introducing QuantConn: Overcoming Challenging Diffusion Acquisitions with Harmonization

    Newlin, Nancy; Schilling, Kurt; Koudoro, Serge; Chandio, Bramsh Qamar; Kanakaraj, Praitayini; Moyer, Daniel; Kelly, Claire E.; Genc, Sila; Yang, Joseph Yuan-Mou; Wu, Ye; Adluru, Nagesh; Nath, Vishwesh; Pathak, Sudhir; Schneider, Walter; Gade, Anurag; Consagra, William; Rathi, Yogesh; Hendriks, Tom; Vilanova, Anna; Chamberland, Maxime; Pieciak, Tomasz; Ciupek, Dominika; Vega, Antonio… Read More

    May. 21, 2025 51

  • Vanderbilt University

    Optimizing Biomarker Models for Biologically Heterogeneous Cancers: A Nested Model Approach for Lung Cancer

    Woodhouse, Palina; Jackson, Laurel; Kammer, Michael N.; Godfrey, Caroline M.; Antic, Sanja; Zou, Yong; Meyers, Patrick; Gawel, Susan H.; Maldonado, Fabien; Grogan, Eric L.; Davis, Gerard J.; Deppen, Stephen A. “Optimizing Biomarker Models for Biologically Heterogeneous Cancers: A Nested Model Approach for Lung Cancer.” Cancer Epidemiology,… Read More

    May. 21, 2025 51

  • Vanderbilt University

    Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective

    Ni, Bo; Wang, Yu; Cheng, Lu; Blasch, Erik; Derr, Tyler. “Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective.” Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 12 (2025 51): 12417–12425. https://doi.org/10.1609/aaai.v39i12.33353.  Recently, researchers have combined two powerful tools—Knowledge Graphs (which… Read More

    May. 21, 2025 51

  • Vanderbilt University

    White matter hyperintensities and relapse risk in late-life depression

    Pearcy, Leigh B.; Karim, Helmet T.; Butters, Meryl A.; Krafty, Robert; Boyd, Brian D.; Banihashemi, Layla; Szymkowicz, Sarah M.; Landman, Bennett A.; Ajilore, Olusola; Taylor, Warren D.; Andreescu, Carmen. “White Matter Hyperintensities and Relapse Risk in Late-Life Depression.” Journal of Affective Disorders 383 (2025 51): 298–305. … Read More

    May. 21, 2025 51

  • Vanderbilt University

    The effect of Alzheimer’s disease genetic factors on limbic white matter microstructure

    Lorenz, Anna; Sathe, Aditi; Zaras, Dimitrios; Yang, Yisu; Durant, Alaina; Kim, Michael E.; Gao, Chenyu; Newlin, Nancy R.; Ramadass, Karthik; Kanakaraj, Praitayini; Khairi, Nazirah Mohd; Li, Zhiyuan; Yao, Tianyuan; Huo, Yuankai; Dumitrescu, Logan; Shashikumar, Niranjana; Pechman, Kimberly R.; Jackson, Trevor Bryan; Workmeister, Abigail W.; Risacher, Shannon L.; Beason-Held, Lori… Read More

    May. 21, 2025 51