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breast cancer risk prediction 1deep learning 1longitudinal imaging 1multi-view mammography 1temporal alignment 1

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20242026
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stat.ML2026

ProtoX-AD: Self-Explainable Time Series Anomaly Detection and Characterization

Aitor Sánchez-Ferrera, Elisabeth Wetzer, Kristoffer Wickstrøm +2

Recent advances in time series anomaly detection (TSAD) have highlighted the effectiveness of self-supervised classification-based approaches. These methods apply transformations t…