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Author

Francesco Ponzio

2 papers indexed here

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Preprint Aug 2026

Interactive Whole Slide Images for RL-based Tumour Segmentation

Whole-slide image (WSI) analysis remains computationally challenging due to the extremely large spatial resolution of slides and the sparse distribution of tumour regions. We propose an end-to-end reinforcement learning framework for sequential tumour segmentation directly on WSIs. Instead of treating the slide as a pr...

Mohamad Mohamad, Francesco Ponzio, Maxime Gassier et al. · 0 citations
Open access Jul 2026

VARADE++: An Edge-Friendly Framework for Real-Time Anomaly Detection in Production Plants

This work introduces VARADE++, an edge-optimized anomaly detection framework designed to navigate the complex trade-offs between anomaly detection accuracy, inference speed, and computational efficiency, integrated into an advanced IoT infrastructure, enabling low-latency handling of intricate data streams.

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio et al. · 0 citations

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