Marta Petyx

According to our database, Marta Petyx authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

A Privacy-Preserving and Explainable Method for Diabetic Retinopathy Classification and Localization.

Giovanni Ciaramella, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone, Francesco Mercaldo

IEEE Access, 2026

A Method for Privacy-Preserving and Explainable Pneumonia Detection and Localisation.

Miriam Di Renzo, Filomena Niro, Desirè Menditto, Patrizia Agnello, Marta Petyx, Mario Cesarelli, Fabio Martinelli, Antonella Santone, Francesco Mercaldo

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

2025

A Deep Learning-Based Approach for Explainable Microsatellite Instability Detection in Gastrointestinal Malignancies.

Ludovica Ciardiello, Patrizia Agnello, Marta Petyx, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo

J. Imaging, 2025

A Privacy-Preserving and Explainable Approach for Anomaly Detection in Substation Networks.

Paul Tavolato, Oliver Eigner, Philipp Kreimel-Haindl, Patrizia Agnello, Marta Petyx, Antonella Santone, Fabio Martinelli, Francesco Mercaldo

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

A Privacy-Preserving Method for Explainable Multiple Sclerosis Detection Through Federated Machine Learning.

Filomena Niro, Miriam Di Renzo, Patrizia Agnello, Marta Petyx, Giovanni Ciaramella, Fabio Martinelli, Mario Cesarelli, Antonella Santone, Francesco Mercaldo

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Flip_VIT: An Explainable Federated Learning Framework for Privacy-Preserving Biomedical Imaging Analysis.

Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

BIOFED: A Biomedical Federated and Explainable Framework for Object Detection.

Francesco Mercaldo, Marcello Di Giammarco, Filomena Niro, Miriam Di Renzo, Mario Cesarelli, Fabio Martinelli, Patrizia Agnello, Marta Petyx, Antonella Santone

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025