Maria E. Fantacci
Pisa, Italy
Last Updated: 09/26/2026
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Found 22 publications
Efficient machine learning models leveraging DCE-MRI morphological and dynamic features allow accurate breast lesion classification.
Journal: Biomedical physics & engineering express
Published: February 11, 2026
An explainable-by-design end-to-end AI framework based on prototypical part learning for lesion detection and classification in Digital Breast Tomosynthesis images.
Journal: Computational and structural biotechnology journal
Published: January 28, 2025
Investigation of a potential upstream harmonization based on image appearance matching to improve radiomics features robustness: a phantom study.
Journal: Biomedical physics & engineering express
Published: October 27, 2023
A multicenter evaluation of a deep learning software (LungQuant) for lung parenchyma characterization in COVID-19 pneumonia.
Journal: European radiology experimental
Published: November 01, 2022
In-vivo range verification analysis with in-beam PET data for patients treated with proton therapy at CNAO.
Journal: Frontiers in oncology
Published: April 27, 2022
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.
Journal: International journal of computer assisted radiology and surgery
Published: April 26, 2021
Strategies to develop radiomics and machine learning models for lung cancer stage and histology prediction using small data samples.
Journal: Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB)
Published: April 03, 2021
Normalized glandular dose coefficients for digital breast tomosynthesis systems with a homogeneous breast model.
Journal: Physics in medicine and biology
Published: February 03, 2021
Technical evaluation of image quality in synthetic mammograms obtained from 15° and 40° digital breast tomosynthesis in a commercial system: a quantitative comparison.
Journal: Physical and engineering sciences in medicine
Published: June 12, 2020
A comprehensive assessment of physical image quality of five different scanners for head CT imaging as clinically used at a single hospital centre-A phantom study.
Journal: PloS one
Published: February 24, 2020
Average absorbed breast dose (2ABD): an easy radiation dose index for digital breast tomosynthesis.
Journal: European radiology experimental
Published: February 17, 2020
Comprehensive assessment of image quality in synthetic and digital mammography: a quantitative comparison.
Journal: Australasian physical & engineering sciences in medicine
Published: July 29, 2019
Last Updated: 09/26/2026