BioMedAI TWINNING

Project Information

BioMedAI TWINNING

Grant agreement ID: 101079183

DOI

10.3030/101079183

Project closed

EC signature date 12 July 2022

Start date 1 November 2022

End date 31 October 2025

Funded under

• Widening participation and spreading excellence

Total cost

€ 1 495 575,00

EU contribution

€ 1 495 575,00

Coordinated by

Masarykova univerzita
Czechia

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (3)

List of attendees of the training on grant application preparation

List of attendees of the training on grant application preparation organized by T1.3.

Lists of the SEAB and the steering committee members

Deliverable provides list of members of Scientific and Advisory Board and of executive steering committe members of the BioMedAI center, developed in T1.1.

A template for the internal projects

Template for preparation of project proposal developed in T1.3

Publications

Peer reviewed articles (10)

Is human oversight to AI systems still possible?

Author(s): Andreas Holzinger, Kurt Zatloukal, Heimo Müller
Published in: New Biotechnology, Issue 85, 2025, ISSN 1871-6784
Publisher: Elsevier BV
DOI: 10.1016/J.NBT.2024.12.003

Joining forces for pathology diagnostics with AI assistance: The EMPAIA initiative

Author(s): Norman Zerbe; Lars Ole Schwen; Christian Geißler; Katja Wiesemann; Tom Bisson; Peter Boor; Rita Carvalho; Michael Franz; Christoph Jansen; Tim-Rasmus Kiehl; Björn Lindequist; Nora Charlotte Pohlan;
Published in: Journal of Pathology Informatics, 2024, ISSN 2229-5089
Publisher: Elsevier
DOI: 10.48550/ARXIV.2401.09450

Fine-tuning language model embeddings to reveal domain knowledge: An explainable artificial intelligence perspective on medical decision making

Author(s): Ceca Kraišniković, Robert Harb, Markus Plass, Wael Al Zoughbi, Andreas Holzinger, Heimo Müller
Published in: Engineering Applications of Artificial Intelligence, Issue 139, 2025, ISSN 0952-1976
Publisher: Elsevier BV
DOI: 10.1016/J.ENGAPPAI.2024.109561

Shedding light on the black box of a neural network used to detect prostate cancer in whole slide images by occlusion-based explainability

Author(s): Matej Gallo, Vojtěch Krajňanský, Rudolf Nenutil, Petr Holub, Tomáš Brázdil
Published in: New Biotechnology, Issue 78, 2024, ISSN 1871-6784
Publisher: Elsevier BV
DOI: 10.1016/J.NBT.2023.09.008

On the disagreement problem in Human-in-the-Loop federated machine learning

Author(s): Matthias Huelser, Heimo Mueller, Natalia Díaz-Rodríguez, Andreas Holzinger
Published in: Journal of Industrial Information Integration, Issue 45, 2025, ISSN 2452-414X
Publisher: Elsevier BV
DOI: 10.1016/J.JII.2025.100827

Ethical ChatGPT: Concerns, Challenges, and Commandments

Author(s): Jianlong Zhou; Heimo Müller; Andreas Holzinger; Fang Chen
Published in: Electronics, 2024, ISSN 2079-9292
Publisher: Multidisciplinary Digital Publishing Institute
DOI: 10.48550/ARXIV.2305.10646

Privacy risks of whole-slide image sharing in digital pathology

Author(s): Petr Holub, Heimo Müller, Tomáš Bíl, Luca Pireddu, Markus Plass, Fabian Prasser, Irene Schlünder, Kurt Zatloukal, Rudolf Nenutil, Tomáš Brázdil
Published in: Nature Communications, Issue 14, 2023, ISSN 2041-1723
Publisher: Springer Science and Business Media LLC
DOI: 10.1038/S41467-023-37991-Y

xOpat: eXplainable Open Pathology Analysis Tool

Author(s): J. Horák, K. Furmanová, B. Kozlíková, T. Brázdil, P. Holub, M. Kačenga, M. Gallo, R. Nenutil, J. Byška, V. Rusňák
Published in: Computer Graphics Forum, Issue 42, 2023, ISSN 0167-7055
Publisher: Wiley
DOI: 10.1111/CGF.14812

Provenance of specimen and data – A prerequisite for AI development in computational pathology

Author(s): Markus Plass, Rudolf Wittner, Petr Holub, Francesca Frexia, Cecilia Mascia, Matej Gallo, Heimo Müller, Jörg Geiger
Published in: New Biotechnology, Issue 78, 2024, ISSN 1871-6784
Publisher: Elsevier BV
DOI: 10.1016/J.NBT.2023.09.006

AI for life: Trends in artificial intelligence for biotechnology

Author(s): Andreas Holzinger, Katharina Keiblinger, Petr Holub, Kurt Zatloukal, and Heimo Müller
Published in: New Biotechnology, 2023, ISSN 1871-6784
Publisher: Elsevier BV
DOI: 10.1016/J.NBT.2023.02.001

Conference proceedings (1)

Beyond Occlusion: In Search for Near Real-Time Explainability of CNN-Based Prostate Cancer Classification

Author(s): Martin Krebs, Jan Obdržálek, Vít Musil, Tomáš Brázdil
Published in: 2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 2025
Publisher: IEEE
DOI: 10.1109/ISBI60581.2025.10980802