Joint Multi-task Learning Improves Weakly-Supervised Biomarker Prediction in Computational Pathology

Lecture notes in computer science, pp. 254–262

Authors 8

1. Omar S. M. El Nahhas corresponding

   Else Kröner Fresenius Center for Digital Health · Technische Universität Dresden

   Affiliation as printed

   Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

   StratifAI GmbH, Dresden, Germany

2. Georg Wölflein

   University of St Andrews

   Affiliation as printed

   School of Computer Science, University of St Andrews, St Andrews, UK

3. Marta Ligero

   Else Kröner Fresenius Center for Digital Health · Technische Universität Dresden

   Affiliation as printed

   Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

4. Tim Lenz

   Else Kröner Fresenius Center for Digital Health · Technische Universität Dresden

   Affiliation as printed

   Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

5. Marko van Treeck

   Else Kröner Fresenius Center for Digital Health · Technische Universität Dresden

   Affiliation as printed

   Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

6. Firas Khader Aachen Department of Diagnostic and Interventional Radiology

   Universitätsklinikum Aachen

   Affiliation as printed

   Department of Diagnostic and Interventional Radiology, University Hospital Aachen, Aachen, Germany

   StratifAI GmbH, Dresden, Germany

7. Daniel Truhn Aachen Department of Diagnostic and Interventional Radiology

   Universitätsklinikum Aachen

   Affiliation as printed

   Department of Diagnostic and Interventional Radiology, University Hospital Aachen, Aachen, Germany

   StratifAI GmbH, Dresden, Germany

8. Jakob Nikolas Kather

   University Hospital Heidelberg · National Center for Tumor Diseases · University Hospital Carl Gustav Carus · Else Kröner Fresenius Center for Digital Health · Technische Universität Dresden

   Affiliation as printed

   Department of Medicine 1, University Hospital and Faculty of Medicine Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

   Else Kroener Fresenius Center for Digital Health, Medical Faculty Carl Gustav Carus, TUD Dresden University of Technology, Dresden, Germany

   Medical Oncology, National Center for Tumor Diseases (NCT), University Hospital Heidelberg, Heidelberg, Germany

   StratifAI GmbH, Dresden, Germany