Mariachiara Di Cosmo

14 papers Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Machine Learning-Based Clinical Decision Support System for Hepatic Fibrosis Risk Prediction in General Practice.
ACM Trans. Comput. Heal.
Michele Bernardini, Mariachiara Di Cosmo, Gaia Barone, Luca Romeo, Emanuele Frontoni
2025 J jnl
FedStenoNet: tackling domain shift in x-ray coronary angiography through a personalized federated detection framework.
Comput. Biol. Medicine
Mariachiara Di Cosmo, Giovanna Migliorelli, Francesca Pia Villani, Matteo Francioni, Andi Mucaj, Emanuele Frontoni, Sara Moccia, Maria Chiara Fiorentino
2025 — conf
Federated Learning Towards the Unknown: A Deep Dive Into Diabetic Retinopathy Prediction from Real-World EHR Structured Data on Unseen Diabetic Centers.
ECML/PKDD (9)
Alessandro Cacciatore, Mariachiara Di Cosmo, Emanuele Frontoni, Michele Bernardini
2025 — —
Moving AI into Clinical Practice: A Trustworthy Approach to Overcome Barriers in Real-World Implementation.
Mariachiara Di Cosmo
2025 J jnl
Uncovering ethical biases in publicly available fetal ultrasound datasets.
npj Digit. Medicine
Maria Chiara Fiorentino, Sara Moccia, Mariachiara Di Cosmo, Emanuele Frontoni, Benedetta Giovanola, Simona Tiribelli
2024 J jnl
On the use of contrastive learning for standard-plane classification in fetal ultrasound imaging.
Comput. Biol. Medicine
Giovanna Migliorelli, Maria Chiara Fiorentino, Mariachiara Di Cosmo, Francesca Pia Villani, Adriano Mancini, Sara Moccia
2023 — conf
A Federated Learning Framework for Stenosis Detection.
ICIAP Workshops (2)
Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
2023 J jnl
A Federated Learning Framework for Stenosis Detection.
CoRR
Mariachiara Di Cosmo, Giovanna Migliorelli, Matteo Francioni, Andi Mucaj, Alessandro Maolo, Alessandro Aprile, Emanuele Frontoni, Maria Chiara Fiorentino, Sara Moccia
2023 J jnl
A review on deep-learning algorithms for fetal ultrasound-image analysis.
Medical Image Anal.
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
2022 J jnl
A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis.
CoRR
Maria Chiara Fiorentino, Francesca Pia Villani, Mariachiara Di Cosmo, Emanuele Frontoni, Sara Moccia
2022 J jnl
A deep learning approach to median nerve evaluation in ultrasound images of carpal tunnel inlet.
Medical Biol. Eng. Comput.
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Emanuele Frontoni, Gianluca Smerilli, Emilio Filippucci, Sara Moccia
2021 — conf
Learning-Based Median Nerve Segmentation From Ultrasound Images For Carpal Tunnel Syndrome Evaluation.
EMBC
Mariachiara Di Cosmo, Maria Chiara Fiorentino, Francesca Pia Villani, Gianmarco Sartini, Gianluca Smerilli, Emilio Filippucci, Emanuele Frontoni, Sara Moccia
2020 — conf
Development of an Augmented Reality System Based on Marker Tracking for Robotic Assisted Minimally Invasive Spine Surgery.
ICPR Workshops (1)
Francesca Pia Villani, Mariachiara Di Cosmo, Álvaro Bertelsen Simonetti, Emanuele Frontoni, Sara Moccia
2017 — conf
Quantification of Fetal ST-Segment Deviations.
CinC
Angela Agostinelli, Mariachiara Di Cosmo, Agnese Sbrollini, Luca Burattini, Micaela Morettini, Francesco Di Nardo, Sandro Fioretti, Laura Burattini