Unsupervised Subtyping of Cholangiocarcinoma Using a Deep Clustering Convolutional Autoencoder. - Hassan Muhammad; Carlie S. Sigel; Gabriele Campanella; Thomas Börner; Linda M. Pak; Stefan Büttner; Jan N. M. IJzermans; Bas Groot Koerkamp; Michael Doukas; William R. Jarnagin; Amber L. Simpson; Thomas J. Fuchs (MICCAI (1), 2019)

Towards Unsupervised Cancer Subtyping: Predicting Prognosis Using A Histologic Visual Dictionary. - Hassan Muhammad; Carlie S. Sigel; Gabriele Campanella; Thomas Börner; Linda M. Pak; Stefan Büttner; Jan N. M. IJzermans; Bas Groot Koerkamp; Michael Doukas; William R. Jarnagin; Amber L. Simpson; Thomas J. Fuchs (CoRR, 2019)

EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, with Prognostic Stratification Boosting. - Hassan Muhammad; Chensu Xie; Carlie S. Sigel; Michael Doukas; Lindsay Alpert; Amber Lea Simpson; Thomas J. Fuchs (MIDL, 2021)

EPIC-Survival: End-to-end Part Inferred Clustering for Survival Analysis, Featuring Prognostic Stratification Boosting. - Hassan Muhammad; Chensu Xie; Carlie S. Sigel; Michael Doukas; Lindsay Alpert; Thomas J. Fuchs (CoRR, 2021)

Integrated digital pathology at scale: A solution for clinical diagnostics and cancer research at a large academic medical center. - Peter J. Schüffler; Luke Geneslaw; Dig Vijay Kumar Yarlagadda; Matthew G. Hanna; Jennifer Samboy; Evangelos Stamelos; Chad M. Vanderbilt; John Philip; Marc-Henri Jean; Lorraine Corsale; Allyne Manzo; Neeraj H. G. Paramasivam; et al. (J. Am. Medical Informatics Assoc., 2021)