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Channel: Medical-image Analysis and Statistical Interpretation (MASI) Lab
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White matter micro- and macrostructure brain charts for the human lifespan

Michael E. Kim, Chenyu Gao, Karthik Ramadass, Nancy R. Newlin, Praitayini Kanakaraj, Sam Bogdanov, Gaurav Rudravaram, Derek Archer, Timothy J. Hohman, Angela L. Jefferson, Victoria L. Morgan, Alexandra...

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Analytic Bounds on GAMLSS Model Variability of Normative White Matter Brain...

Michael E. Kim, Gaurav Rudravaram, Adam Saunders, Chenyu Gao, Karthik Ramadass, Nancy R. Newlin, Praitayini Kanakaraj, Sam Bogdanov, Derek Archer, Timothy J. Hohman, Angela L. Jefferson, Victoria L....

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Identifying cellular neighborhood phenotypes differentiating normal and...

Crohn’s disease (CD) is a chronic inflammatory condition of the gastrointestinal tract characterized by alternating periods of activity and remission. This study investigates whether the cellular...

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Brain age identification from diffusion MRI synergistically predicts...

Chenyu Gao, Michael E Kim, Karthik Ramadass, Praitayini Kanakaraj, Aravind R Krishnan, Adam M Saunders, Nancy R Newlin, Ho Hin Lee, Qi Yang, Warren D Taylor, Brian D Boyd, Lori L Beason-Held, Susan M...

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Pitfalls of defacing whole-head MRI: re-identification risk with diffusion...

Chenyu Gao, Kaiwen Xu, Michael E Kim, Lianrui Zuo, Zhiyuan Li, Derek B Archer, Timothy J Hohman, Ann Zenobia Moore, Luigi Ferrucci, Lori L Beason-Held, Susan M Resnick, Christos Davatzikos, Jerry L...

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Multipath cycleGAN for harmonization of paired and unpaired low-dose lung...

Aravind R Krishnan, Thomas Z Li, Lucas W Remedios, Michael E Kim, Chenyu Gao, Gaurav Rudravaram, Elyssa M McMaster, Adam M Saunders, Shunxing Bao, Kaiwen Xu, Lianrui Zuo, Kim L Sandler, Fabien...

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Anatomy-Guided Multi-Path CycleGAN for Lung CT Kernel Harmonization

Aravind Krishnan, Thomas Li, Lucas Walker Remedios, Kaiwen Xu, Lianrui Zuo, Kim L Sandler, Fabien Maldonado, Bennett Allan Landman, MIDL 2025, Link to paper: https://openreview.net/pdf?id=w3p7GddsQ8...

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Investigating the impact of kernel harmonization and deformable registration...

Aravind R Krishnan, Yihao Liu, Kaiwen Xu, Michael E Kim, Lucas W Remedios, Gaurav Rudravaram, Adam M Saunders, Bradley W Richmond, Kim L Sandler, Fabien Maldonado, Bennett A Landman, Lianrui Zuo,...

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Secondary use of radiological imaging data: Vanderbilt’s ImageVU approach

David S. Smith, Karthik Ramadass, Laura Jones, Jennifer Morse, Daniel Fabbri, Joseph R. Coco, Shunxing Bao, Melissa Basford, Peter J. Embi, Reed A. Omary, John C. Gore, Jill M. Pulley, Bennett A....

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Enhancing Clinical Data Management Through Barcode Integration and Research...

Rendong Zhang, Sophie Chiron, Regina Tyree, Kate S. Carson, Larry W. Raber, Karthik Ramadass, Chenyu Gao, Michael E. Kim, Lianrui Zuo, Yike Li, Zhiyu Wan, Paul A. Harris, Qi Liu, Ken S. Lau, Lori A....

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Phenotype discovery of traumatic brain injury segmentations from...

Adam M. Saunders, Michael E. Kim, Gaurav Rudravaram, Lucas W. Remedios, Chloe Cho, Elyssa M. McMaster, Daniel R. Gillis, Yihao Liu, Lianrui Zuo, Bennett A. Landman, and Tonia S. Rex. Phenotype...

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DeepFixel: Crossing white matter fiber identification through spherical...

Adam M. Saunders, Lucas W. Remedios, Elyssa M. McMaster, Jongyeon Yoon, Gaurav Rudravaram, Adam Sadriddinov, Praitayini Kanakaraj, Bennett A. Landman, and Adam W. Anderson. DeepFixel: Crossing white...

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Scalable quality control on processing of large diffusion-weighted and...

Michael E. Kim, Chenyu Gao, Nancy R. Newlin, Gaurav Rudravaram, Aravind R. Krishnan, Karthik Ramadass, Praitayini Kanakaraj, Kurt G. Schilling, Blake E. Dewey, David A. Bennett, Sid O’Bryant, Robert C....

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Vasculature-informed spatial smoothing of white matter functional magnetic...

Adam M. Saunders, Michael E. Kim, Kurt G. Schilling, John C. Gore, Bennett A. Landman, and Yurui Gao. Vasculature-informed spatial smoothing of white matter functional magnetic resonance imaging. SPIE...

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A 4D atlas of diffusion-informed spatial smoothing windows for BOLD signal in...

Adam M. Saunders, Gaurav Rudravaram, Nancy R. Newlin, Michael E. Kim, John C. Gore, Bennett A. Landman, and Yurui Gao. A 4D atlas of diffusion–informed spatial smoothing windows for BOLD signal in...

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Scalable, reproducible, and cost-effective processing of large-scale medical...

Michael E. Kim, Karthik Ramadass, Chenyu Gao, Praitayini Kanakaraj, Nancy R. Newlin, Gaurav Rudravaram, Kurt G. Schilling, Blake E. Dewey, Derek Archer, Timothy J. Hohman, Zhiyuan Li, Shunxing Bao,...

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Comparison and calibration of MP2RAGE quantitative T1 values to multi-TI...

Adam M. Saunders, Michael E. Kim, Chenyu Gao, Lucas W. Remedios, Aravind R. Krishnan, Kurt G. Schilling, Kristin P. O’Grady, Seth A. Smith, and Bennett A. Landman. Comparison and calibration of MP2RAGE...

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Super-resolution multi-contrast unbiased eye atlases with deep probabilistic...

Ho Hin Lee, Adam M. Saunders, Michael E. Kim, Samuel W. Remedios, Lucas W. Remedios, Yucheng Tang, Qi Yang, Xin Yu, Shunxing Bao, Chloe Cho, Louise A. Mawn, Tonia S. Rex, Kevin L. Schey, Blake E....

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MICCAI-CDMRI 2023 QuantConn Challenge Findings on Achieving Robust...

Newlin, N. R., Schilling, K., Koudoro, S., Chandio, B. Q., Kanakaraj, P., Moyer, D., Kelly, C. E., Genc, S., Chen, J., Yang, J. Y.-M., Wu, Y., He, Y., Zhang, J., Zeng, Q., Zhang, F., Adluru, N., Nath,...

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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,...

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