Learning from pseudo-labels: deep networks improve consistency in longitudinal brain volume estimation

por Zhan, Geng, Wang, Dongang, Cabezas, Mariano, Bai, Lei, Kyle, Kain, Ouyang, Wanli, Barnett, Michael, Wang, Chenyu
Publicado 2023

Multiple sclerosis lesion segmentation: revisiting weighting mechanisms for federated learning

por Liu, Dongnan, Cabezas, Mariano, Wang, Dongang, Tang, Zihao, Bai, Lei, Zhan, Geng, Luo, Yuling, Kyle, Kain, Ly, Linda, Yu, James, Shieh, Chun-Chien, Nguyen, Aria, Kandasamy Karuppiah, Ettikan, Sullivan, Ryan, Calamante, Fernando, Barnett, Michael, Ouyang, Wanli, Cai, Weidong, Wang, Chenyu
Publicado 2023

A real-world clinical validation for AI-based MRI monitoring in multiple sclerosis

por Barnett, Michael, Wang, Dongang, Beadnall, Heidi, Bischof, Antje, Brunacci, David, Butzkueven, Helmut, Brown, J. William L., Cabezas, Mariano, Das, Tilak, Dugal, Tej, Guilfoyle, Daniel, Klistorner, Alexander, Krieger, Stephen, Kyle, Kain, Ly, Linda, Masters, Lynette, Shieh, Andy, Tang, Zihao, van der Walt, Anneke, Ward, Kayla, Wiendl, Heinz, Zhan, Geng, Zivadinov, Robert, Barnett, Yael, Wang, Chenyu
Publicado 2023