Visualizing histopathologic deep learning classification and anomaly detection using nonlinear feature space dimensionality reduction

por Faust, Kevin, Xie, Quin, Han, Dominick, Goyle, Kartikay, Volynskaya, Zoya, Djuric, Ugljesa, Diamandis, Phedias
Publicado 2018

Physician perspectives on integration of artificial intelligence into diagnostic pathology

por Sarwar, Shihab, Dent, Anglin, Faust, Kevin, Richer, Maxime, Djuric, Ugljesa, Van Ommeren, Randy, Diamandis, Phedias
Publicado 2019

Integrating morphologic and molecular histopathological features through whole slide image registration and deep learning

por Faust, Kevin, Lee, Michael K, Dent, Anglin, Fiala, Clare, Portante, Alessia, Rabindranath, Madhumitha, Alsafwani, Noor, Gao, Andrew, Djuric, Ugljesa, Diamandis, Phedias
Publicado 2022

HAVOC: Small-scale histomic mapping of cancer biodiversity across large tissue distances using deep neural networks

por Dent, Anglin, Faust, Kevin, Lam, K. H. Brian, Alhangari, Narges, Leon, Alberto J., Tsang, Queenie, Kamil, Zaid Saeed, Gao, Andrew, Pal, Prodipto, Lheureux, Stephanie, Oza, Amit, Diamandis, Phedias
Publicado 2023

Topographic mapping of the glioblastoma proteome reveals a triple-axis model of intra-tumoral heterogeneity

por Lam, K. H. Brian, Leon, Alberto J., Hui, Weili, Lee, Sandy Che-Eun, Batruch, Ihor, Faust, Kevin, Klekner, Almos, Hutóczki, Gábor, Koritzinsky, Marianne, Richer, Maxime, Djuric, Ugljesa, Diamandis, Phedias
Publicado 2022