Publications by authors named "Michele Avanzo"

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Assessing the agreement of radiomic tools for dosiomics: A multi-software comparative study.
Andrea Bettinelli, Francesca Marturano, Giovanni Pirrone, Eliana Gioscio, Michele Avanzo

Med Phys· January 2026

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Long-term outcomes of three distinct once-daily schedules for accelerated partial breast irradiation.
Lorenzo Vinante, Michele Avanzo, Angela Caroli, Carlo Furlan, Andrea Sacilotto

Breast· June 2025

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Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice.
Michele Maddalo, Annarita Fanizzi, Nicola Lambri, Emiliano Loi, Marco Branchini, Michele Avanzo

Phys Med· November 2024

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The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning.
Michele Avanzo, Joseph Stancanello, Giovanni Pirrone, Annalisa Drigo, Alessandra Retico

Cancers (Basel)· November 2024

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Real world clinical outcomes from targeted intraoperative radiotherapy (TARGIT-IORT) during lumpectomy for breast cancer: data from a large cohort at a national cancer institute.
Lorenzo Vinante, Jayant Sharad Vaidya, Angela Caroli, Mario Mileto, Erica Piccoli, Michele Avanzo

Front Oncol· October 2024

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Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study.
Annarita Fanizzi, Federico Fadda, Michele Maddalo, Sara Saponaro, Leda Lorenzon, Michele Avanzo

PLoS One· September 2024

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Breast Hypoplasia and Decreased Lactation From Radiation Therapy in Survivors of Pediatric Malignancy: A PENTEC Comprehensive Review.
Andrea C Lo, Cecile Ronckers, Marianne C Aznar, Michele Avanzo, Irma van Dijk

Int J Radiat Oncol Biol Phys· June 2024

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Physics Considerations for Evaluation of Dose for Dose-Response Models of Pediatric Late Effects From Radiation Therapy: A PENTEC Introductory Review.
Arthur J Olch, Peter van Luijk, Chia-Ho Hua, Michele Avanzo, Rebecca M Howell

Int J Radiat Oncol Biol Phys· June 2024

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Risk of Subsequent Neoplasms in Childhood Cancer Survivors After Radiation Therapy: A PENTEC Comprehensive Review.
Dana L Casey, Ivan R Vogelius, N Patrik Brodin, Kenneth B Roberts, Michele Avanzo

Int J Radiat Oncol Biol Phys· June 2024

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Brain and Brain Stem Necrosis After Reirradiation for Recurrent Childhood Primary Central Nervous System Tumors: A PENTEC Comprehensive Review.
Thankamma Ajithkumar, Michele Avanzo, Ellen Yorke, Derek S Tsang, Michael T Milano

Int J Radiat Oncol Biol Phys· June 2024

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Comparison of deep learning networks for fully automated head and neck tumor delineation on multi-centric PET/CT images.
Yiling Wang, Elia Lombardo, Lili Huang, Michele Avanzo, Giuseppe Fanetti

Radiat Oncol· January 2024

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Clinical Use of a Commercial Artificial Intelligence-Based Software for Autocontouring in Radiation Therapy: Geometric Performance and Dosimetric Impact.
S M Hasibul Hoque, Giovanni Pirrone, Fabio Matrone, Alessandra Donofrio, Giuseppe Fanetti, Michele Avanzo

Cancers (Basel)· December 2023

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In Doxorubicin-Adapted Hodgkin Lymphoma Cells, Acquiring Multidrug Resistance and Improved Immunosuppressive Abilities, Doxorubicin Activity Was Enhanced by Chloroquine and GW4869.
Naike Casagrande, Cinzia Borghese, Michele Avanzo, Donatella Aldinucci

Cells· November 2023

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Regulatory Aspects of the Use of Artificial Intelligence Medical Software.
Federica Zanca, Caterina Brusasco, Filippo Pesapane, Zuzanna Kwade, Ruth Beckers, Michele Avanzo

Semin Radiat Oncol· October 2022

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Predicting Local Failure after Partial Prostate Re-Irradiation Using a Dosiomic-Based Machine Learning Model.
Giovanni Pirrone, Fabio Matrone, Paola Chiovati, Stefania Manente, Annalisa Drigo, Michele Avanzo

J Pers Med· September 2022

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Applications of artificial intelligence in stereotactic body radiation therapy.
Pietro Mancosu, Nicola Lambri, Isabella Castiglioni, Damiano Dei, Mauro Iori, Michele Avanzo

Phys Med Biol· August 2022

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Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis.
Yiling Wang, Elia Lombardo, Michele Avanzo, Sebastian Zschaek, Julian Weingärtner

Comput Methods Programs Biomed· July 2022

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Novel Harmonization Method for Multi-Centric Radiomic Studies in Non-Small Cell Lung Cancer.
Marco Bertolini, Valeria Trojani, Andrea Botti, Noemi Cucurachi, Marco Galaverni, Michele Avanzo

Curr Oncol· July 2022

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A Novel Benchmarking Approach to Assess the Agreement among Radiomic Tools.
Andrea Bettinelli, Francesca Marturano, Michele Avanzo, Emiliano Loi, Enrico Menghi

Radiology· June 2022

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A Novel Benchmarking Approach to Assess the Agreement among Radiomic Tools.
Andrea Bettinelli, Francesca Marturano, Michele Avanzo, Emiliano Loi, Enrico Menghi

Radiology· May 2022

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Enhancing the impact of Artificial Intelligence in Medicine: A joint AIFM-INFN Italian initiative for a dedicated cloud-based computing infrastructure.
Alessandra Retico, Michele Avanzo, Tommaso Boccali, Daniele Bonacorsi, Francesca Botta

Phys Med· November 2021

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Combining computed tomography and biologically effective dose in radiomics and deep learning improves prediction of tumor response to robotic lung stereotactic body radiation therapy.
Michele Avanzo, Vito Gagliardi, Joseph Stancanello, Oliver Blanck, Giovanni Pirrone

Med Phys· October 2021

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miR-9 modulates and predicts the response to radiotherapy and EGFR inhibition in HNSCC.
Francesca Citron, Ilenia Segatto, Lorena Musco, Ilenia Pellarin, Gian Luca Rampioni Vinciguerra, Michele Avanzo

EMBO Mol Med· July 2021

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A Multicentre Evaluation of Dosiomics Features Reproducibility, Stability and Sensitivity.
Lorenzo Placidi, Eliana Gioscio, Cristina Garibaldi, Tiziana Rancati, Annarita Fanizzi, Michele Avanzo

Cancers (Basel)· July 2021

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Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy.
Michele Avanzo, Massimiliano Porzio, Leda Lorenzon, Lisa Milan, Roberto Sghedoni

Phys Med· March 2021

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