Artifacts from the study "Explainable histomorphology-based survival prediction of glioblastoma, IDH-wildtype"

arXiv (Cornell University)

Abstract

This record includes artifacts supplementing the study "Explainable histomorphology-based survival prediction of glioblastoma, IDH-wildtype" (https://doi.org/10.48550/arXiv.2601.11691). Content: example_tiles.pdf: Example tiles decsribed in the study. sparse_autoencoder_checkpoint.pt: Checkpoint of the sparse autoencoder trained for the study. sparse_autoencoder.py: Python script implementing the sparse autoencoder PyTorch class, along with instructions on how to use it. The source code from the study is available at https://github.com/FraunhoferMEVIS/canconnect-study.

Authors 15

1. Jan-Philipp Redlich

   Fraunhofer Institute for Digital Medicine

   Affiliation as printed

   Fraunhofer Institute for Digital Medicine

2. Friedrich Feuerhake

   Medizinische Hochschule Hannover · University Medical Center Freiburg

   Affiliation as printed

   Medizinische Hochschule Hannover

   University Medical Center Freiburg

3. Stefan Nikolin Aachen

   Universitätsklinikum Aachen

   Affiliation as printed

   Universitätsklinikum Aachen

4. Nadine S. Schaadt

   Medizinische Hochschule Hannover

   Affiliation as printed

   Medizinische Hochschule Hannover

5. Sarah Teuber‐Hanselmann

   Klinikum Bremen-Mitte

   Affiliation as printed

   Klinikum Bremen-Mitte

6. J Weis Aachen

   Universitätsklinikum Aachen

   Affiliation as printed

   Universitätsklinikum Aachen

7. Sabine Luttmann

   Leibniz Institute for Prevention Research and Epidemiology - BIPS

   Affiliation as printed

   Leibniz Institute for Prevention Research and Epidemiology - BIPS

8. Andrea Eberle

   Leibniz Institute for Prevention Research and Epidemiology - BIPS

   Affiliation as printed

   Leibniz Institute for Prevention Research and Epidemiology - BIPS

9. Christoph Buck

   Leibniz Institute for Prevention Research and Epidemiology - BIPS

   Affiliation as printed

   Leibniz Institute for Prevention Research and Epidemiology - BIPS

10. Timm Intemann

    Leibniz Institute for Prevention Research and Epidemiology - BIPS

    Affiliation as printed

    Leibniz Institute for Prevention Research and Epidemiology - BIPS

11. Pascal Birnstill

    Fraunhofer Institute of Optronics, System Technologies and Image Exploitation

    Affiliation as printed

    Fraunhofer Institute of Optronics, System Technologies and Image Exploitation

12. Klaus Kreywinkel

    Robert Koch Institute

    Affiliation as printed

    Robert Koch Institute

13. Jonas Ort Aachen

    Universitätsklinikum Aachen

    Affiliation as printed

    Universitätsklinikum Aachen

    Center for Integrated Oncology Aachen Bonn Cologne Duesseldorf

14. Peter Böör Aachen

    Universitätsklinikum Aachen

    Affiliation as printed

    Universitätsklinikum Aachen

15. André Homeyer

    Fraunhofer Institute for Digital Medicine

    Affiliation as printed

    Fraunhofer Institute for Digital Medicine