Author

University of Thessaly

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Preprint Sep 2026

From Image Latent Space to Fuzzy Rules: Interpretable Analysis of Gastrointestinal Foundation Model

Foundation models pretrained on large-scale datasets demonstrate strong transferability to medical imaging tasks. However, understanding how their latent representations encode clinically relevant information remains an open challenge in safety-critical domains. This study proposes a prototype-based fuzzy-rule framewor...

Michael D. Vasilakakis, Dimitris K. Iakovidis Department of Computer Science, Biomedical Informatics et al. · 0 citations

Preprint Sep 2026

The best of all worlds: gravitational-wave transient detection with multiple pipelines

The search for gravitational-wave transients (modeled and unmodeled) as performed by the LIGO-Virgo-KAGRA collaborations and the broader community typically involves multiple detection algorithms, often redundant and sometimes complementary. We here address the problem of combining such detection algorithms in order to...

Nikolas Moustakidis, Theofilos Moustakidis, Deep Chatterjee et al. · 1 citation