Implementation considerations for deep learning with diffusion MRI streamline tractography

por Cai, Leon Y., Lee, Ho Hin, Newlin, Nancy R., Kim, Michael E., Moyer, Daniel, Rheault, François, Schilling, Kurt G., Landman, Bennett A.
Publicado 2023

Convolutional-recurrent neural networks approximate diffusion tractography from T1-weighted MRI and associated anatomical context

por Cai, Leon Y., Lee, Ho Hin, Newlin, Nancy R., Kerley, Cailey I., Kanakaraj, Praitayini, Yang, Qi, Johnson, Graham W., Moyer, Daniel, Schilling, Kurt G., Rheault, Fran cois, Landman, Bennett A.
Publicado 2023

MidRISH: Unbiased harmonization of rotationally invariant harmonics of the diffusion signal

por Newlin, Nancy R., Kim, Michael E., Kanakaraj, Praitayini, Yao, Tianyuan, Hohman, Timothy, Pechman, Kimberly R., Beason-Held, Lori L., Resnick, Susan M., Archer, Derek, Jefferson, Angela, Landman, Bennett A., Moyer, Daniel
Publicado 2023

Characterizing patterns of DTI variance in aging brains

por Gao, Chenyu, Yang, Qi, Kim, Michael E., Mohd Khairi, Nazirah, Cai, Leon Y., Newlin, Nancy R., Kanakaraj, Praitayini, Remedios, Lucas W., Krishnan, Aravind R., Yu, Xin, Yao, Tianyuan, Zhang, Panpan, Schilling, Kurt G., Moyer, Daniel, Archer, Derek B., Resnick, Susan M., Landman, Bennett A.
Publicado 2023

DeepN4: Learning N4ITK Bias Field Correction for T1-weighted Images

por Kanakaraj, Praitayini, Yao, Tianyuan, Cai, Leon Y., Lee, Ho Hin, Newlin, Nancy R., Kim, Michael E., Gao, Chenyu, Pechman, Kimberly R., Archer, Derek, Hohman, Timothy, Jefferson, Angela, Beason-Held, Lori L., Resnick, Susan M., Garyfallidis, Eleftherios, Anderson, Adam, Schilling, Kurt G., Landman, Bennett A., Moyer, Daniel
Publicado 2023

Predicting Age from White Matter Diffusivity with Residual Learning

por Gao, Chenyu, Kim, Michael E., Lee, Ho Hin, Yang, Qi, Khairi, Nazirah Mohd, Kanakaraj, Praitayini, Newlin, Nancy R., Archer, Derek B., Jefferson, Angela L., Taylor, Warren D., Boyd, Brian D., Beason-Held, Lori L., Resnick, Susan M., Huo, Yuankai, Van Schaik, Katherine D., Schilling, Kurt G., Moyer, Daniel, Išgum, Ivana, Landman, Bennett A.
Publicado 2023