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Diffusion

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    Multi-modality conditioned variational U-net for field-of-view extension in brain diffusion MRI

    Li, Zhiyuan; Gao, Chenyu; Kanakaraj, Praitayini; Bao, Shunxing; Zuo, Lianrui; Kim, Michael E.; Newlin, Nancy R.; Rudravaram, Gaurav; Mohd Khairi, Nazirah Mohd; Huo, Yuankai; Schilling, Kurt G.; Kukull, W. A.; Toga, Arthur W.; Archer, Derek B.; Hohman, Timothy J.; & Landman, Bennett Allan. (2026). Multi-modality conditioned variational U-net… Read More

    Feb. 25, 2026

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    White matter engagement in brain networks assessed by integration of functional and structural connectivity

    Li, M.; Schilling, K.G.; Xu, L.; Choi, S.; Gao, Y.; Zu, Z.; Anderson, A.W.; Ding, Z.; Gore, J.C. “White matter… Read More

    Nov. 21, 2024 ÎåÒ»²è¹Ý¶ù

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    Characterizing patterns of diffusion tensor imaging variance in aging brains

    Gao, Chenyu, Yang, Qi, Kim, Michael E., Khairi, Nazirah Mohd, Cai, Leon Y., Newlin, Nancy R., Kanakaraj, Praitayini, Remedios, Lucas W., Krishnan, Aravind R., Yu, Xin, Yao, Tianyuan, & Zhang, Panpan. (2024 ÎåÒ»²è¹Ý¶ù). Characterizing patterns of diffusion tensor imaging variance in aging brains. Journal of Medical Imaging, 11(4), 044007. Read More

    Sep. 22, 2024 ÎåÒ»²è¹Ý¶ù

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    Field-of-view extension for brain diffusion MRI via deep generative models

    Gao, Chenyu, Bao, Shunxing, Kim, Michael E., Newlin, Nancy R., Kanakaraj, Praitayini, Yao, Tianyuan, Rudravaram, Gaurav, Huo, Yuankai, Moyer, Daniel, Schilling, Kurt, Kukull, Walter A., & Toga, Arthur W. (2024 ÎåÒ»²è¹Ý¶ù). Field-of-view extension for brain diffusion MRI via deep generative models. Journal of Medical Imaging, 11(4), 044008. https://doi.org/10.1117/1.JMI.11.4.044008… Read More

    Sep. 22, 2024 ÎåÒ»²è¹Ý¶ù

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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 More

    Jun. 20, 2024 ÎåÒ»²è¹Ý¶ù

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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 IÅ¡gum, Yuankai Huo, Daniel Moyer, Kurt G. Schilling, and Bennett A. Landman. “Evaluation of Mean Shift, ComBat,… Read More

    Jun. 20, 2024 ÎåÒ»²è¹Ý¶ù

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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 ÎåÒ»²è¹Ý¶ù, doi:10.1016/j.mri.2024 ÎåÒ»²è¹Ý¶ù.03.033. Data harmonization… Read More

    Jun. 20, 2024 ÎåÒ»²è¹Ý¶ù

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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 ÎåÒ»²è¹Ý¶ù: Image Processing, vol. 12926, 1292607, 2024 ÎåÒ»²è¹Ý¶ù, San Diego, California Diffusion magnetic resonance imaging (dMRI) enables… Read More

    Jun. 20, 2024 ÎåÒ»²è¹Ý¶ù

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    Assessment of Subject Head Motion in Diffusion MRI

    Ema Topolnjak, Chenyu Gao, Lori L. Beason-Held, Susan M. Resnick, Kurt G. Schilling, and Bennett A. Landman. “Assessment of Subject Head Motion in Diffusion MRI.” Proceedings of SPIE Medical Imaging 2024 ÎåÒ»²è¹Ý¶ù: Image Processing, vol. 12926, 129261B, 2024 ÎåÒ»²è¹Ý¶ù, San Diego, California Subject head motion during the acquisition of diffusion-weighted imaging… Read More

    Jun. 20, 2024 ÎåÒ»²è¹Ý¶ù

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    Nonlinear Gradient Field Estimation in Diffusion MRI Tensor Simulation

    Praitayini Kanakaraj, Tianyuan Yao, Nancy R. Newlin, Leon Y. Cai, Kurt G. Schilling, Baxter P. Rogers, Adam Anderson, Daniel Moyer, and Bennett A. Landman. “Nonlinear Gradient Field Estimation in Diffusion MRI Tensor Simulation.” Proceedings of SPIE Medical Imaging 2024 ÎåÒ»²è¹Ý¶ù: Physics of Medical Imaging, vol. 12925, 1292549, 2024 ÎåÒ»²è¹Ý¶ù, San Diego,… Read More

    Jun. 20, 2024 ÎåÒ»²è¹Ý¶ù