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Demystifying the Power of Large Language Models in Graph Structure Generation
Wang, Yu; Rossi, Ryan A.; Park, Namyong; Ahmed, Nesreen K.; Koutra, Danai; Dernoncourt, Franck; & Derr, Tyler. (2025). Demystifying the power of large language models in graph structure generation. 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference… Read MoreFeb. 25, 2026
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Innovation in rigid bronchoscopy—past, present, and future
Aravena, Carlos; Mehta, Atul C.; Almeida, Francisco Aécio; Lamb, Carla R.; Maldonado, Fabien; & Gildea, Thomas R. (2023). Innovation in rigid bronchoscopy—past, present, and future. Journal of Thoracic Disease, 15(5), 2836–2847. https://doi.org/10.21037/jtd-22-779 More than 100 years ago, German laryngologist Gustav Killian performed the first “direct bronchoscopy” (Direkte… Read MoreFeb. 25, 2026
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VALIANT DEEPER DIVE
Join us for the next VALIANT Deeper Dive! 🧠 Harmonizing Brain MRI Across Sites Without Paired Data 🎤 Mengqi Wu (UNC–Chapel Hill) 📅 Tuesday, Feb 24 | ⏰ 1–2 PM | 💻 Virtual/Zoom Register via the QR code. Read MoreFeb. 4, 2026
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a VALIANT Effort | January 2026
January 2026 Friends, As Vanderbilt resumes classes after the trying days of Winter Storm Fern, I find myself grateful for both the literal and figurative warmth of community. Widespread power outages, bitter cold temperatures, and downed trees challenged all of us. Yet across Vanderbilt and more broadly,… Read MoreFeb. 2, 2026
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VALIANT DEEPER DIVE
Join us for a VALIANT Deeper Dive! Distribution-Guided Multi-Tracer Brain PET Synthesis from Structural MRI with Class-Conditioned Weighted Diffusion 🎤 Minhui Yu (UNC–Chapel Hill) 📅 Tuesday, Feb 3 | ⏰ 1–2 PM | 💻 Virtual/Zoom Register via the QR code. Read MoreJan. 29, 2026
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Clinician Needs and Requirements for a Decision Aid Navigator: Qualitative Study
Morse, Brad; Reale, Carrie; Nguyen, An T.; Latella, Erin; Bauguess, Hannah D.; Anders, Shilo H.; Roberts, Pamela S.; SooHoo, Spencer L.; El-Kareh, Robert E.; Soares, Andrey; & Schilling, Lisa M. (2025). Clinician needs and requirements for a decision aid navigator: Qualitative study. JMIR Human Factors, 12, e69756. https://doi.org/10.2196/69756… Read MoreJan. 28, 2026
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Img2ST-Net: efficient high-resolution spatial omics prediction from whole-slide histology images via fully convolutional image-to-image learning
Zhu, Junchao; Deng, Ruining; Guo, Junlin; Yao, Tianyuan; Xiong, Juming; Qu, Chongyu; Yin, Mengmeng; Wang, Yu; Zhao, Shilin; Yang, Haichun; Xu, Daguang; Tang, Yucheng; & Huo, Yuankai. (2025). Img2ST-Net: Efficient high-resolution spatial omics prediction from whole-slide histology images via fully convolutional image-to-image learning. Journal of Medical Imaging, 12(6), 61410. https://doi.org/10.1117/1.JMI.12.6.061410… Read MoreJan. 28, 2026
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Harmonizing 10,000 connectomes: site-invariant representation learning for multi-site analysis of network connectivity and cognitive impairment
Newlin, Nancy R.; Kim, Michael E.; Kanakaraj, Praitayini; McMaster, Elyssa M.; Cho, Chloe; Gao, Chenyu; Hohman, Timothy J.; Beason-Held, Lori L.; Resnick, Susan M.; O’Bryant, Sid E.; Phillips, Nicole R.; Barber, Robert Clinton; Bennett, David Alan; Barnes, Lisa Laverne; Biber, Sarah A.; Johnson, Sterling C.; Archer, Derek B.;… Read MoreJan. 28, 2026
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Glo-In-One-v2: holistic identification of glomerular cells, tissues, and lesions in human and mouse histopathology
Yu, Lining; Yin, Mengmeng; Deng, Ruining; Liu, Quan; Yao, Tianyuan; Cui, Can; Guo, Junlin; Wang, Yu; Wang, Yaohong; Zhao, Shilin; Yang, Haichun; & Huo, Yuankai. (2025). Glo-In-One-v2: Holistic identification of glomerular cells, tissues, and lesions in human and mouse histopathology. Journal of Medical Imaging, 12(6), 61406. https://doi.org/10.1117/1.JMI.12.6.061406 Segmenting… Read MoreJan. 28, 2026
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Data-driven abdominal phenotypes of type 2 diabetes in lean, overweight, and obese cohorts from computed tomography
Remedios, Lucas W.; Cho, Chloe; Schwartz, Trent M.; Su, Dingjie; Rudravaram, Gaurav; Gao, Chenyu; Krishnan, Aravind R.; Saunders, Adam M.; Kim, Michael E.; Bao, Shunxing; Powers, Alvin C.; Landman, Bennett Allan; & Virostko, John M. (2025). Data-driven abdominal phenotypes of type 2 diabetes in lean, overweight, and obese… Read MoreJan. 28, 2026