Publications by authors named "Leon Cai"

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Approximate diffusion tractography from FLAIR MRI and anatomical context using recurrent neural networks.
Zhiyuan Li, Michael E Kim, Tian Yu, Praitayini Kanakaraj, Tianyuan Yao, Leon Y Cai

Proc SPIE Int Soc Opt Eng· February 2025

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Data-driven nucleus subclassification on colon hematoxylin and eosin using style-transferred digital pathology.
Lucas W Remedios, Shunxing Bao, Samuel W Remedios, Ho Hin Lee, Leon Y Cai

J Med Imaging (Bellingham)· November 2024

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Characterizing patterns of diffusion tensor imaging variance in aging brains.
Chenyu Gao, Qi Yang, Michael E Kim, Nazirah Mohd Khairi, Leon Y Cai

medRxiv· September 2024

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Tractography from T1-weighted MRI: Empirically exploring the clinical viability of streamline propagation without diffusion MRI.
Leon Y Cai, Ho Hin Lee, Graham W Johnson, Nancy R Newlin, Karthik Ramadass

Imaging Neurosci (Camb)· August 2024

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Characterizing patterns of diffusion tensor imaging variance in aging brains.
Chenyu Gao, Qi Yang, Michael E Kim, Nazirah Mohd Khairi, Leon Y Cai

J Med Imaging (Bellingham)· July 2024

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Correction to: White matter tract microstructure, macrostructure, and associated cortical gray matter morphology across the lifespan.
Kurt G Schilling, Jordan A Chad, Maxime Chamberland, Victor Nozais, Francois Rheault, Leon Cai

Imaging Neurosci (Camb)· May 2024

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DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images.
Praitayini Kanakaraj, Tianyuan Yao, Leon Y Cai, Ho Hin Lee, Nancy R Newlin

Neuroinformatics· April 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

J Med Imaging (Bellingham)· March 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

J Med Imaging (Bellingham)· March 2024

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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

Proc SPIE Int Soc Opt Eng· February 2024

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Tractography with T1-weighted MRI and associated anatomical constraints on clinical quality diffusion MRI.
Tian Yu, Yunhe Li, Michael E Kim, Chenyu Gao, Qi Yang, Leon Y Cai

Proc SPIE Int Soc Opt Eng· February 2024

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Spatiospectral image processing workflow considerations for advanced MR spectroscopy of the brain.
Leon Y Cai, Stephanie N Del Tufo, Laura Barquero, Micah D'Archangel, Lanier Sachs

Proc SPIE Int Soc Opt Eng· February 2024

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Nucleus subtype classification using inter-modality learning.
Lucas W Remedios, Shunxing Bao, Samuel W Remedios, Ho Hin Lee, Leon Y Cai

Proc SPIE Int Soc Opt Eng· February 2024

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Robust fiber orientation distribution function estimation using deep constrained spherical deconvolution for diffusion-weighted magnetic resonance imaging.
Tianyuan Yao, Francois Rheault, Leon Y Cai, Vishwesh Nath, Zuhayr Asad

J Med Imaging (Bellingham)· January 2024

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Alleviating tiling effect by random walk sliding window in high-resolution histological whole slide image synthesis.
Shunxing Bao, Ho Hin Lee, Qi Yang, Lucas W Remedios, Ruining Deng, Leon Y Cai

Proc Mach Learn Res· January 2024

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UNesT: Local spatial representation learning with hierarchical transformer for efficient medical segmentation.
Xin Yu, Qi Yang, Yinchi Zhou, Leon Y Cai, Riqiang Gao

Med Image Anal· December 2023

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White matter tract microstructure, macrostructure, and associated cortical gray matter morphology across the lifespan.
Kurt G Schilling, Jordan A Chad, Maxime Chamberland, Victor Nozais, Francois Rheault, Leon Cai

Imaging Neurosci (Camb)· December 2023

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DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images.
Praitayini Kanakaraj, Tianyuan Yao, Leon Y Cai, Ho Hin Lee, Nancy R Newlin

Res Sq· November 2023

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Scaling up 3D Kernels with Bayesian Frequency Re-parameterization for Medical Image Segmentation.
Ho Hin Lee, Quan Liu, Shunxing Bao, Qi Yang, Xin Yu, Leon Y Cai

Med Image Comput Comput Assist Interv· October 2023

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Whole-brain, gray, and white matter time-locked functional signal changes with simple tasks and model-free analysis.
Kurt G Schilling, Muwei Li, Francois Rheault, Yurui Gao, Leon Cai

Proc Natl Acad Sci U S A· October 2023

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Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification.
Thomas Z Li, John M Still, Kaiwen Xu, Ho Hin Lee, Leon Y Cai

Med Image Comput Comput Assist Interv· October 2023

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Spatiospectral image processing workflow considerations for advanced MR spectroscopy of the brain.
Leon Y Cai, Stephanie N Del Tufo, Laura Barquero, Micah D'Archangel, Lanier Sachs

bioRxiv· September 2023

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White matter tract microstructure, macrostructure, and associated cortical gray matter morphology across the lifespan.
Kurt G Schilling, Jordan A Chad, Maxime Chamberland, Victor Nozais, Francois Rheault, Leon Cai

bioRxiv· September 2023

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Predicting Crohn's disease severity in the colon using mixed cell nucleus density from pseudo labels.
Lucas W Remedios, Shunxing Bao, Cailey I Kerley, Leon Y Cai, François Rheault

Proc SPIE Int Soc Opt Eng· February 2023

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Mapping the Impact of Approximate Gradient Nonlinearity Fields Correction on Tractography.
Praitayini Kanakaraj, Francois Rheault, Leon Y Cai, Nancy Newlin, Fang-Cheng Yeh

Proc SPIE Int Soc Opt Eng· February 2023

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