Silvia Seoni - Publications

An integrated calibration-uncertainty framework for improving the reliability of deep learning models for seizure detection in EEG signals.

Journal: Computer methods and programs in biomedicine

Published: February 04, 2026

Can we really trust generative models in healthcare? A systematic review of uncertainty quantification in generative AI for medical imaging.

Journal: Computer methods and programs in biomedicine

Published: December 26, 2025

Ultrasound-Based assessment of gastrocnemius architecture during locomotion: analysis of fascicle tracking accuracy along the gait cycle.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

TrustNet: a lightweight network with integrated uncertainty quantification and quantitative explainable AI for ischemic stroke detection in CT images.

Journal: Scientific reports

Published: October 15, 2025

Real-time beat-to-beat pulse wave velocity estimation: a quality-driven approach using laser Doppler vibrometry.

Journal: Medical & biological engineering & computing

Published: February 14, 2025

A Pathway for Integrating Artificial Intelligence for Neonatal Neuromonitoring: From Code to Crib Side.

Journal: The Journal of pediatrics

Published: February 13, 2025

Adversarial learning for beamforming domain transfer in ultrasound medical imaging.

Journal: Ultrasonics

Published: January 19, 2025

Synthetic Data Generation via Generative Adversarial Networks in Healthcare: A Systematic Review of Image- and Signal-Based Studies.

Journal: IEEE open journal of engineering in medicine and biology

Published: October 01, 2024

Explainability and uncertainty: Two sides of the same coin for enhancing the interpretability of deep learning models in healthcare.

Journal: International journal of medical informatics

Published: July 14, 2024

All you need is data preparation: A systematic review of image harmonization techniques in Multi-center/device studies for medical support systems.

Journal: Computer methods and programs in biomedicine

Published: January 27, 2024

Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013-2023).

Journal: Computers in biology and medicine

Published: August 04, 2023

Detecting anatomical characteristics of single motor units by combining high density electromyography and ultrafast ultrasound: a simulation study.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: September 10, 2022