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a VALIANT Effort | May 2026
May 2026 Friends, Happy second birthday, VALIANT! This month, we celebrate two years of shared discovery. From AI Summer School to Discover AI, and through the more than three-score seminars, workshops, BrainHacks, student gatherings, and celebrations in between, VALIANT has grown into a vibrant community of people who are… Read MoreJun. 2, 2026
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Staged Versus Simultaneous Bilateral Deep Brain Stimulation: A Matched Comparison of Outcomes and Resource Utilization
Hilvert, Austin M.; Sundrani, Sameer.; Baker, Clayton R.; Chao, Astoria.; Vanleuven, Jordan.; Ye, Emma.; Hughes, Natasha.; Long, Isabel.; Battula, Sharonya.; Li, Rui.; Shults, Robert.; Dawant, Benoit M.; Ball, Tyler.; Hassell, Travis.; Englot, Dario J.; Bick, Sarah K. (2026). Staged versus simultaneous bilateral deep brain stimulation: A matched comparison… Read MoreMay. 27, 2026
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Data-Driven Fault Detection and Isolation Enhanced with System Structural Relationships
Coursey, Austin.; Diaz-Gonzalez, Abel.; Quinones-Grueiro, Marcos.; Biswas, Gautam. (2025). Data-driven fault detection and isolation enhanced with system structural relationships. OpenAccess Series in Informatics, 136, 15. https://doi.org/10.4230/OASIcs.DX.2025.15 As modern machines become more complex, it is increasingly important to detect faults early and identify exactly where… Read MoreMay. 27, 2026
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Generalizable spinal cord multiple sclerosis lesion segmentation across MRI contrasts, protocols, and centers
Benveniste, Pierre-Louis.; Létourneau-Guillon, Laurent.; Araujo, David.; Chougar, Lydia.; Fetco, Dumitru.; Hori, Masaaki.; Kamiya, Kouhei.; Messina, Steven.; Tsagkas, Charidimos.; Audoin, Bertrand.; Bakshi, Rohit.; Bannier, Elise.; Blezek, Daniel.; Brisset, Jean-Christophe.; Callot, Virginie.; Charlson, Erik.; Chen, Michelle.; Ciccarelli, Olga.; Demortière, Sarah.; Edan, Gilles.; Filippi, Massimo.; Granberg, Tobias.; Granziera, Cristina.; Hemond, Christopher… Read MoreMay. 27, 2026
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Probabilistic Neural Network Approach to Determining Parameters of Eclipsing Binaries
Kounkel, Marina.; Sizemore, Logan.; Shen, Hidemi Mitani.; Chandler, Nicholas.; Reneau, Noah.; Pourlotfali, Ian.; Payton, Ronald L.; Hutchinson, Brian.; Medan, Ilija.; Stassun, Keivan. (2026). Probabilistic neural network approach to determining parameters of eclipsing binaries. Astronomical Journal, 171(5). https://doi.org/10.3847/1538-3881/ae5b79 Eclipsing binaries are pairs of stars that pass in front… Read MoreMay. 27, 2026
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ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement
Remedios, Samuel W.; Wei, Shuwen.; Han, Shuo.; Zhang, Jinwei.; Carass, Aaron.; Schilling, Kurt G.; Pham, Dzung L.; Prince, Jerry L.; Dewey, Blake E. (2026). ECLARE: Efficient cross-planar learning for anisotropic resolution enhancement. Journal of Medical Imaging, 13(2), 024001. https://doi.org/10.1117/1.JMI.13.2.024001 Magnetic resonance imaging, or MRI, is often collected… Read MoreMay. 27, 2026
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Anti-inflammatory treatment confirms rsfMRI and TSPO PET as biomarkers of functional connectivity and neuroinflammation in rat contusion spinal cord injuries
Mu, Chaoqi.; Reed, Jamie L.; Wang, Feng.; Tantawy, M. Noor.; Yan, Xinqiang.; Lu, Ming.; Gore, John C.; Chen, Li Min. (2026). Anti-inflammatory treatment confirms rsfMRI and TSPO PET as biomarkers of functional connectivity and neuroinflammation in rat contusion spinal cord injuries. Scientific Reports, 16(1). https://doi.org/10.1038/s41598-026-42844-x Spinal cord… Read MoreMay. 27, 2026
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CSsingle: a unified tool for robust decomposition of bulk and spatial transcriptomic data across diverse single-cell references
Shen, Wenjun.; Hu, Yunfei.; Lei, Yuanfang.; Wong, Hau-San.; Liu, Cheng.; Wu, Si.; Zhou, Xin Maizie. (2026). CSsingle: A unified tool for robust decomposition of bulk and spatial transcriptomic data across diverse single-cell references. Nucleic Acids Research, 54(8). https://doi.org/10.1093/nar/gkag410 Measuring which cell types are present in a tissue… Read MoreMay. 27, 2026
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Plasma von Willebrand Factor and ADAMTS13 Interact With APOE-ε4 in Predicting Longitudinal Brain Atrophy and Cognitive Decline Over a 9-Year Follow-Up
Adegboye, Hailey A.; Sun, Yunyi.; Zhang, Panpan.; Liu, Dandan.; Khan, Omair A.; Tanriverdi, Kahraman.; Risitano, Antonina.; Libby, Julia.; Patterson, Khiry L.; Arul, Albert B.; Oliver, Nekesa C.; Whitaker, Marsalas D.; Janve, Vaibhav A.; Dumitrescu, Logan C.; Pechman, Kimberly R.; Shashikumar, Niranjana.; Bolton, Corey J.; Davis, L. Taylor.; Landman,… Read MoreMay. 27, 2026
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Distinct oscillatory fingerprints of language and default-mode networks support language comprehension outcomes: A fused MRI-EEG study
Janson, Andrew.; Hong, Min Kyung.; Fotidzis, Tess S.; Koirala, Prasanna.; Aboud, Katherine. (2026). Distinct oscillatory fingerprints of language and default-mode networks support language comprehension outcomes: A fused MRI-EEG study. NeuroImage, 333, 121940. https://doi.org/10.1016/j.neuroimage.2026.121940 Language comprehension is a complex mental process that depends on several brain networks working… Read MoreMay. 27, 2026