Francesca Lizzi

Residual Convolutional Neural Networks to Automatically Extract Significant Breast Density Features

Francesca Lizzi, Francesco Laruina, Piernicola Oliva, 2019, CAIP Workshops.

Residual Convolutional Neural Networks for Breast Density Classification

Davide Caramella, Francesca Lizzi, Maria Evelina Fantacci, 2019, BIOINFORMATICS.

Convolutional Neural Networks for mammogram classification in BIRADS standard: development and preliminary tests

Davide Caramella, Francesca Lizzi, Maria Evelina Fantacci, 2018 .

Computer Analysis of Images and Patterns: CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings

Francesca Lizzi, Francesco Laruina, Piernicola Oliva, 2019, CAIP Workshops.

Deep-Learning Based Analyses of Mammograms to Improve the Estimation of Breast Cancer Risk

Francesca Lizzi, Piernicola Oliva, Maria Evelina Fantacci, 2019, ERCIM News.

Making Data Big for a Deep-learning Analysis: Aggregation of Public COVID-19 Datasets of Lung Computed Tomography Scans

Francesca Lizzi, Stefano Piffer, Maria Evelina Fantacci, 2021, DATA.

Quantification of pulmonary involvement in COVID-19 pneumonia by means of a cascade of two U-nets: training and assessment on multiple datasets using different annotation criteria

Cinzia Talamonti, Francesca Lizzi, Francesco Laruina, 2021, International Journal of Computer Assisted Radiology and Surgery.