Giovanna Migliorelli

According to our database, Giovanna Migliorelli authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Contrastive prototype federated learning against noisy labels in fetal standard plane detection.

Maria Chiara Fiorentino, Giovanna Migliorelli, Francesca Pia Villani, Emanuele Frontoni, Sara Moccia

Int. J. Comput. Assist. Radiol. Surg., July, 2025

FedStenoNet: tackling domain shift in x-ray coronary angiography through a personalized federated detection framework.

Mariachiara Di Cosmo, Giovanna Migliorelli, Francesca Pia Villani, Matteo Francioni, Andi Mucaj, Emanuele Frontoni, Sara Moccia, Maria Chiara Fiorentino

Comput. Biol. Medicine, 2025

2024

On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging.

Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo, Francesca Pia Villani, Adriano Mancini, Sara Moccia

Comput. Biol. Medicine, 2024

2023

A Federated Learning Framework for Stenosis Detection.

Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia

Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023

2022

Global, highly specific and fast filtering of alignment seeds.

Matthis Ebel, Giovanna Migliorelli, Mario Stanke

BMC Bioinform., 2022