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AI Summer School 2024
VALIANT, ADVANCE, ACCRE, CS, DSI, ECE, LIVE, VKC, VINSE, VISE & Jean and Alexander Heard Libraries are co-hosting the AI Summer School / 2024 Release. Join us for an immersive week-long summer school focused on the cutting-edge advancements and practical applications of deep learning and AI. This program… Read MoreJul. 15, 2024
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a VALIANT Effort | June 2024
Friends, On behalf of the VALIANT Steering Committee, it is my pleasure to introduce the first issue of a VALIANT Effort, our monthly newsletter. Since our May launch, I have had the immense pleasure of meeting with many passionate members of our… Read MoreJun. 24, 2024
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Save the Date: AI Summer School / 2024
VALIANT, ADVANCE, ACCRE, CS, DSI, ECE, LIVE, VKC, VINSE, VISE & Jean and Alexander Heard Libraries are co-hosting the AI Summer School / 2024… Read MoreJun. 23, 2024
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Deep conditional generative model for longitudinal single-slice abdominal computed tomography harmonization
Xin Yu, Qi Yang, Yucheng Tang, Riqiang Gao, Shunxing Bao, Leon Y. Cai, Ho Hin Lee, Yuankai Huo, Ann Zenobia Moore, Luigi Ferrucci, and Bennett A. Landman. “Deep Conditional Generative Model for Longitudinal Single-slice Abdominal Computed Tomography Harmonization.” Journal of Medical Imaging (Bellingham), vol. 11, no. 2, 024008, March… Read MoreJun. 20, 2024
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Empirical assessment of the assumptions of ComBat with diffusion tensor imaging
Michael E. Kim, Chenyu Gao, Leon Y. Cai, Qi Yang, Nancy R. Newlin, Karthik Ramadass, Angela Jefferson, Derek Archer, Niranjana Shashikumar, Kimberly R. Pechman, Katherine A. Gifford, Timothy J. Hohman, Lori L. Beason-Held, Susan M. Resnick, Stefan Winzeck, Kurt G. Schilling, Panpan Zhang, Daniel Moyer, and Bennett A. Landman. “… Read MoreJun. 20, 2024
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Evaluation of Mean Shift, ComBat, and CycleGAN for Harmonizing Brain Connectivity Matrices Across Sites
Hanliang Xu, Nancy R. Newlin, Michael E. Kim, Chenyu Gao, Praitayini Kanakaraj, Aravind R. Krishnan, Lucas W. Remedios, Nazirah Mohd Khairi, Kimberly Pechman, Derek Archer, Timothy J. Hohman, Angela L. Jefferson, Ivana Išgum, Yuankai Huo, Daniel Moyer, Kurt G. Schilling, and Bennett A. Landman. “Evaluation of Mean Shift, ComBat,… Read MoreJun. 20, 2024
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Inter-vendor harmonization of CT reconstruction kernels using unpaired image translation
Aravind R. Krishnan, Kaiwen Xu, Thomas Li, Chenyu Gao, Lucas W. Remedios, Praitayini Kanakaraj, Ho Hin Lee, Shunxing Bao, Kim L. Sandler, Fabien Maldonado, Ivana Išgum, and Bennett A. Landman. “Inter-vendor Harmonization of CT Reconstruction Kernels Using Unpaired Image Translation.” Proceedings of SPIE Medical Imaging 2024: Image Processing, vol. Read MoreJun. 20, 2024
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MidRISH: Unbiased harmonization of rotationally invariant harmonics of the diffusion signal
Nancy R. Newlin, Michael E. Kim, Praitayini Kanakaraj, Tianyuan Yao, Timothy Hohman, Kimberly R. Pechman, Lori L. Beason-Held, Susan M. Resnick, Derek Archer, Angela Jefferson, Bennett A. Landman, and Daniel Moyer. “MidRISH: Unbiased Harmonization of Rotationally Invariant Harmonics of the Diffusion Signal.” Magnetic Resonance Imaging, 2024, doi:10.1016/j.mri.2024.03.033. Data harmonization… Read MoreJun. 20, 2024
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Deep Learning-Based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis
Juming Xiong, Yilin Liu, Ruining Deng, Regina N. Tyree, Hernan Correa, Girish Hiremath, Yaohong Wang, and Yuankai Huo. “Deep Learning-based Open Source Toolkit for Eosinophil Detection in Pediatric Eosinophilic Esophagitis.” Proceedings of SPIE Medical Imaging 2024: Digital and Computational Pathology, vol. 12933, 129330X, 2024, San Diego, California Eosinophilic Esophagitis… Read MoreJun. 20, 2024
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Learning-based Free-Water Correction using Single-shell Diffusion MRI
Tianyuan Yao, Derek B. Archer, Praitayini Kanakaraj, Nancy Newlin, Shunxing Bao, Daniel Moyer, Kurt Schilling, Bennett A. Landman, and Yuankai Huo. “Learning-based Free-water Correction Using Single-shell Diffusion MRI.” Proceedings of SPIE Medical Imaging 2024: Image Processing, vol. 12926, 1292607, 2024, San Diego, California Diffusion magnetic resonance imaging (dMRI) enables… Read MoreJun. 20, 2024