Francesco Tortorella - Publications

Physics-Informed Neural Networks for Real-Time Muscle-Tendon Force Estimation From Wearable Sensors.

Journal: IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society

Published: July 22, 2026

Assessing neuromuscular system via patellar tendon reflex analysis using EMG in healthy individuals.

Journal: Frontiers in neurology

Published: November 03, 2024

Beyond pixel: Superpixel-based MRI segmentation through traditional machine learning and graph convolutional network.

Journal: Computer methods and programs in biomedicine

Published: March 06, 2024

A Multi-task learning U-Net model for end-to-end HEp-2 cell image analysis.

Journal: Artificial intelligence in medicine

Published: January 30, 2024

Convolutional Networks and Transformers for Mammography Classification: An Experimental Study.

Journal: Sensors (Basel, Switzerland)

Published: November 30, 2022

Learnable DoG convolutional filters for microcalcification detection.

Journal: Artificial intelligence in medicine

Published: July 13, 2022

CT- and MRI-Based 3D Reconstruction of Knee Joint to Assess Cartilage and Bone.

Journal: Diagnostics (Basel, Switzerland)

Published: December 07, 2021

Addressing class imbalance in deep learning for small lesion detection on medical images.

Journal: Computers in biology and medicine

Published: February 12, 2020

Trends in IoT based solutions for health care: Moving AI to the edge.

Journal: Pattern recognition letters

Published: January 31, 2020

A multi-context CNN ensemble for small lesion detection.

Journal: Artificial intelligence in medicine

Published: April 28, 2019

Improving the Automated Detection of Calcifications Using Adaptive Variance Stabilization.

Journal: IEEE transactions on medical imaging

Published: July 12, 2018

The importance of early detection of calcifications associated with breast cancer in screening.

Journal: Breast cancer research and treatment

Published: March 17, 2017