Michele Avanzo - Publications

Validation of Synthetic Megavoltage Computed Tomography (MVCT) for Dose Calculation in Radiotherapy Treatment Planning.

Journal: Cancers

Published: March 20, 2026

Robust radiomics: a review of guidelines for radiomics in medical imaging.

Journal: Frontiers in radiology

Published: September 18, 2025

Long-term outcomes of three distinct once-daily schedules for accelerated partial breast irradiation.

Journal: Breast (Edinburgh, Scotland)

Published: January 22, 2025

The Evolution of Artificial Intelligence in Medical Imaging: From Computer Science to Machine and Deep Learning.

Journal: Cancers

Published: September 27, 2024

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.

Journal: Frontiers in oncology

Published: April 28, 2024

Robust machine learning challenge: An AIFM multicentric competition to spread knowledge, identify common pitfalls and recommend best practice.

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: December 12, 2023

Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study.

Journal: PloS one

Published: November 15, 2023

In Doxorubicin-Adapted Hodgkin Lymphoma Cells, Acquiring Multidrug Resistance and Improved Immunosuppressive Abilities, Doxorubicin Activity Was Enhanced by Chloroquine and GW4869.

Journal: Cells

Published: November 10, 2023

Clinical Use of a Commercial Artificial Intelligence-Based Software for Autocontouring in Radiation Therapy: Geometric Performance and Dosimetric Impact.

Journal: Cancers

Published: October 11, 2023

Comparison of deep learning networks for fully automated head and neck tumor delineation on multi-centric PET/CT images.

Journal: Radiation oncology (London, England)

Published: September 01, 2023

Brain and Brain Stem Necrosis After Reirradiation for Recurrent Childhood Primary Central Nervous System Tumors: A PENTEC Comprehensive Review.

Journal: International journal of radiation oncology, biology, physics

Published: May 12, 2023

Risk of Subsequent Neoplasms in Childhood Cancer Survivors After Radiation Therapy: A PENTEC Comprehensive Review.

Journal: International journal of radiation oncology, biology, physics

Published: March 11, 2023