Mahmoud Abbas

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 5

Top Topics

Image Classification

Convolutional Neural Network

Weakly Supervised

Top Venues

Comput. Biol. Medicine

Publications

Okyaz Eminaga, Mahmoud Abbas, Christian Kunder, Yuri Tolkach, Ryan Han, James D. Brooks, Rosalie Nolley, Axel Semjonow, Martin Boegemann, Robert West, Jin Long, Richard E. Fan, Olaf Bettendorf
Critical Evaluation of Artificial Intelligence as Digital Twin of Pathologist for Prostate Cancer Pathology. CoRR (2023)
Okyaz Eminaga, Mahmoud Abbas, Jeanne Shen, Mark A. Laurie, James D. Brooks, Joseph C. Liao, Daniel L. Rubin
PlexusNet: A neural network architectural concept for medical image classification. Comput. Biol. Medicine 154 (2023)
Okyaz Eminaga, Mahmoud Abbas, Yuri Tolkach, Rosalie Nolley, Christian Kunder, Axel Semjonow, Martin Boegemann, Andreas M. Loening, James D. Brooks, Daniel L. Rubin
Biologic and Prognostic Feature Scores from Whole-Slide Histology Images Using Deep Learning. CoRR (2019)
Okyaz Eminaga, Mahmoud Abbas, Christian Kunder, Andreas M. Loening, Jeanne Shen, James D. Brooks, Curtis P. Langlotz, Daniel L. Rubin
Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis. CoRR (2019)
Okyaz Eminaga, Yuri Tolkach, Christian Kunder, Mahmoud Abbas, Ryan Han, Rosalie Nolley, Axel Semjonow, Martin Boegemann, Sebastian Huss, Andreas M. Loening, Robert West, Geoffrey A. Sonn, Richard E. Fan, Olaf Bettendorf, James D. Brooks, Daniel L. Rubin
Deep Learning for Prostate Pathology. CoRR (2019)
Okyaz Eminaga, Mahmoud Abbas, Reemt Hinkelammert, Ulf Titze, Olaf Bettendorf, Elke Eltze, Enver Özgür, Axel Semjonow
CMDX©-based single source information system for simplified quality management and clinical research in prostate cancer. BMC Medical Informatics Decis. Mak. 12 (2012)
Okyaz Eminaga, Reemt Hinkelammert, Axel Semjonow, Joerg Neumann, Mahmoud Abbas, Thomas Koepke, Olaf Bettendorf, Elke Eltze, Martin Dugas
Clinical map document based on XML (cMDX): document architecture with mapping feature for reporting and analysing prostate cancer in radical prostatectomy specimens. BMC Medical Informatics Decis. Mak. 10 (2010)