Publications by authors named "Francesca Lizzi"

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Radiomics and Deep Learning Interplay for Predicting MGMT Methylation in Glioblastoma: The Crucial Role of Segmentation Quality.
Francesca Lizzi, Sara Saponaro, Alessia Giuliano, Cinzia Talamonti, Leonardo Ubaldi

Cancers (Basel)· October 2025

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Myo-regressor Deep Informed Neural NetwOrk (Myo-DINO) for fast MR parameters mapping in neuromuscular disorders.
Leonardo Barzaghi, Francesca Brero, Raffaella Fiamma Cabini, Matteo Paoletti, Mauro Monforte, Francesca Lizzi

Comput Methods Programs Biomed· November 2024

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Investigation of a potential upstream harmonization based on image appearance matching to improve radiomics features robustness: a phantom study.
Camilla Scapicchio, Manuela Imbriani, Francesca Lizzi, Mariagrazia Quattrocchi, Alessandra Retico

Biomed Phys Eng Express· May 2024

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Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders.
Sara Saponaro, Francesca Lizzi, Giacomo Serra, Francesca Mainas, Piernicola Oliva

Brain Inform· January 2024

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A multicenter evaluation of a deep learning software (LungQuant) for lung parenchyma characterization in COVID-19 pneumonia.
Camilla Scapicchio, Andrea Chincarini, Elena Ballante, Luca Berta, Eleonora Bicci, Francesca Lizzi

Eur Radiol Exp· April 2023

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Quantification of pulmonary involvement in COVID-19 pneumonia: an upgrade of the software for lung CT segmentation.
Francesca Lizzi, Ian Postuma, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci

Eur Phys J Plus· April 2023

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Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients.
Himanshi Allahabadi, Julia Amann, Isabelle Balot, Andrea Beretta, Charles Binkley, Francesca Lizzi

IEEE Trans Technol Soc· December 2022

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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.
Francesca Lizzi, Abramo Agosti, Francesca Brero, Raffaella Fiamma Cabini, Maria Evelina Fantacci

Int J Comput Assist Radiol Surg· February 2022

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Increasing toxicity of enrofloxacin over four generations of Daphnia magna.
Mirco Dalla Bona, Francesca Lizzi, Arianna Borgato, Marco De Liguoro

Ecotoxicol Environ Saf· October 2016

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