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M. Avanzo · SciRah

Researcher profile · Semantic Scholar

M. Avanzo

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M. Avanzo — researcher profile on SciRah

h-index: 25
Works: 103
Citations: 2,582

Most-cited papers

Machine and Deep Learning Methods for Radiomics
M. Avanzo, Lise Wei, J. Stancanello, M. Vallières +4 more
2020Medical Physics (Lancaster)545 citations Open access
Semantic Scholar
Beyond imaging: The promise of radiomics.
M. Avanzo, J. Stancanello, I. El Naqa
2017Physica medica (Testo stampato)446 citations
Semantic Scholar
Radiomics and deep learning in lung cancer
M. Avanzo, J. Stancanello, G. Pirrone, G. Sartor
2020Strahlentherapie und Onkologie (Print)246 citations
Semantic Scholar
Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy.
M. Avanzo, M. Porzio, L. Lorenzon, L. Milan +19 more
2021Physica medica (Testo stampato)81 citations
Semantic Scholar
Clinical Investigation : Thoracic Cancer Stereotactic Body Radiation Therapy for Re-irradiation of Persistent or Recurrent Non-Small Cell Lung Cancer
M. Trovò, E. Minatel, E. Durofil, J. Polesel +8 more
201473 citations
Semantic Scholar
Local High-Dose Radiotherapy Induces Systemic Immunomodulating Effects of Potential Therapeutic Relevance in Oligometastatic Breast Cancer
Elena Muraro, C. Furlan, M. Avanzo, D. Martorelli +9 more
2017Frontiers in Immunology66 citations Open access
Semantic Scholar
Radiotherapy-induced miR-223 prevents relapse of breast cancer by targeting the EGF pathway
L. Fabris, S. Berton, F. Citron, S. D'Andrea +16 more
2016Oncogene63 citations Open access
Semantic Scholar
A Novel Benchmarking Approach to Assess the Agreement among Radiomic Tools.
A. Bettinelli, F. Marturano, M. Avanzo, E. Loi +7 more
2022Radiology62 citations Open access
Semantic Scholar
Neurocognitive Effects and Necrosis in Childhood Cancer Survivors Treated With Radiation Therapy: A PENTEC Comprehensive Review.
A. Mahajan, P. Stavinoha, W. Rongthong, N. Brodin +11 more
2021International Journal of Radiation Oncology, Biology, Physics61 citations Open access
Semantic Scholar
In vivo dosimetry with radiochromic films in low-voltage intraoperative radiotherapy of the breast.
M. Avanzo, Alexandra Rink, A. Dassie, S. Massarut +3 more
2012Medical Physics (Lancaster)61 citations
Semantic Scholar
Use of motion tracking in stereotactic body radiotherapy: Evaluation of uncertainty in off-target dose distribution and optimization strategies
F. Casamassima, C. Cavedon, P. Francescon, J. Stancanello +3 more
2006Acta oncologica57 citations Open access
Semantic Scholar
Expanding the medical physicist curricular and professional programme to include Artificial Intelligence.
F. Zanca, I. Hernández-Girón, M. Avanzo, G. Guidi +10 more
2021Physica medica (Testo stampato)49 citations Open access
Semantic Scholar
Artificial Intelligence and the Medical Physicist: Welcome to the Machine
M. Avanzo, A. Trianni, F. Botta, C. Talamonti +2 more
2021Applied Sciences47 citations Open access
Semantic Scholar
A Multicentre Evaluation of Dosiomics Features Reproducibility, Stability and Sensitivity
L. Placidi, E. Gioscio, C. Garibaldi, T. Rancati +12 more
2021Cancers46 citations Open access
Semantic Scholar
Regulatory Aspects of the Use of Artificial Intelligence Medical Software.
F. Zanca, C. Brusasco, F. Pesapane, Z. Kwade +2 more
2022Seminars in Radiation Oncology44 citations
Semantic Scholar
Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis
Yi-Ling Wang, E. Lombardo, M. Avanzo, S. Zschaek +15 more
2022Comput. Methods Programs Biomed.37 citations
Semantic Scholar
BOLD fMRI integration into radiosurgery treatment planning of cerebral vascular malformations.
J. Stancanello, C. Cavedon, P. Francescon, F. Causin +5 more
2007Medical Physics (Lancaster)36 citations
Semantic Scholar
Dose to the skin in helical tomotherapy: results of in vivo measurements with radiochromic films.
M. Avanzo, A. Drigo, Stefano Ren Kaiser, A. Roggio +5 more
2013Physica medica (Testo stampato)35 citations Open access
Semantic Scholar
AI-based applications in hybrid imaging: how to build smart and truly multi-parametric decision models for radiomics
I. Castiglioni, F. Gallivanone, P. Soda, M. Avanzo +4 more
2019European Journal of Nuclear Medicine and Molecular Imaging34 citations
Semantic Scholar
Clinical Use of a Commercial Artificial Intelligence-Based Software for Autocontouring in Radiation Therapy: Geometric Performance and Dosimetric Impact
S. M. Hasibul Hoque, G. Pirrone, F. Matrone, A. Donofrio +7 more
2023Cancers32 citations Open access
Semantic Scholar
Combining computed tomography and biologically effective dose in radiomics and deep learning improves prediction of tumor response to robotic lung SBRT
M. Avanzo, V. Gagliardi, J. Stancanello, O. Blanck +4 more
2021Medical Physics (Lancaster)30 citations Open access
Semantic Scholar
Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts
E. Lombardo, C. Kurz, S. Marschner, M. Avanzo +10 more
2021Scientific Reports28 citations Open access
Semantic Scholar
Voxel-by-voxel correlation between radiologically radiation induced lung injury and dose after image-guided, intensity modulated radiotherapy for lung tumors.
M. Avanzo, S. Barbiero, M. Trovò, J. Bissonnette +9 more
2017Physica medica (Testo stampato)27 citations
Semantic Scholar
Electron Density and Biologically Effective Dose (BED) Radiomics-Based Machine Learning Models to Predict Late Radiation-Induced Subcutaneous Fibrosis
M. Avanzo, G. Pirrone, L. Vinante, A. Caroli +9 more
2020Frontiers in Oncology26 citations Open access
Semantic Scholar
Risk of Subsequent Neoplasms in Childhood Cancer Survivors After Radiation Therapy: A Comprehensive PENTEC Review.
D. Casey, I. Vogelius, N. Brodin, K. Roberts +7 more
2023International Journal of Radiation Oncology, Biology, Physics25 citations
Semantic Scholar
Loss of p27kip1 increases genomic instability and induces radio-resistance in luminal breast cancer cells
S. Berton, M. Cusan, I. Segatto, F. Citron +8 more
2017Scientific Reports23 citations Open access
Semantic Scholar
Normal tissue complication probability models for severe acute radiological lung injury after radiotherapy for lung cancer.
M. Avanzo, Mauro G. Trovó, C. Furlan, L. Barresi +7 more
2015Physica medica (Testo stampato)23 citations
Semantic Scholar
miR‐9 modulates and predicts the response to radiotherapy and EGFR inhibition in HNSCC
F. Citron, I. Segatto, L. Musco, Ilenia Pellarin +19 more
2021EMBO Molecular Medicine21 citations Open access
Semantic Scholar
Robust radiomics: a review of guidelines for radiomics in medical imaging
M. Avanzo, P. Soda, Marco Bertolini, A. Bettinelli +5 more
2026Frontiers in Radiology19 citations Open access
Semantic Scholar
Complication probability model for subcutaneous fibrosis based on published data of partial and whole breast irradiation.
M. Avanzo, J. Stancanello, Marco Trovò, R. Jena +3 more
2012Physica medica (Testo stampato)19 citations
Semantic Scholar
Comparison of deep learning networks for fully automated head and neck tumor delineation on multi-centric PET/CT images
Yiling Wang, E. Lombardo, Li-Li Huang, M. Avanzo +8 more
2024Radiation Oncology18 citations Open access
Semantic Scholar
Enhancing the impact of Artificial Intelligence in Medicine: A joint AIFM-INFN Italian initiative for a dedicated cloud-based computing infrastructure.
A. Retico, M. Avanzo, T. Boccali, D. Bonacorsi +9 more
2021Physica medica (Testo stampato)16 citations Open access
Semantic Scholar
Single-fraction flattening filter-free volumetric modulated arc therapy for lung cancer: Dosimetric results and comparison with flattened beams technique.
S. Barbiero, A. Rink, F. Matteucci, D. Fedele +3 more
2016Medical Dosimetry15 citations
Semantic Scholar
PENTEC Organ-Specific Report: Brain and Brain Stem Necrosis After Reirradiation for Recurrent Childhood Primary Central Nervous System Tumors: A PENTEC Comprehensive Review.
T. Ajithkumar, M. Avanzo, E. Yorke, Derek S. Tsang +12 more
2024International Journal of Radiation Oncology, Biology, Physics14 citations
Semantic Scholar
Partial prostate re-irradiation for the treatment of isolated local recurrence of prostate cancer in patients previously treated with primary external beam radiotherapy: short-term results of a monocentric study.
F. Matrone, A. Revelant, G. Fanetti, J. Polesel +8 more
2020Neoplasma (Bratislava)12 citations Open access
Semantic Scholar
Prediction of skin dose in low‐kV intraoperative radiotherapy using machine learning models trained on results of in vivo dosimetry
M. Avanzo, G. Pirrone, M. Mileto, S. Massarut +9 more
2019Medical Physics (Lancaster)12 citations Open access
Semantic Scholar
Correlation of a hypoxia based tumor control model with observed local control rates in nasopharyngeal carcinoma treated with chemoradiotherapy.
M. Avanzo, J. Stancanello, G. Franchin, G. Sartor +5 more
2010Medical Physics (Lancaster)12 citations
Semantic Scholar
Novel Harmonization Method for Multi-Centric Radiomic Studies in Non-Small Cell Lung Cancer
M. Bertolini, Valeria Trojani, A. Botti, Noemi Cucurachi +16 more
2022Current Oncology11 citations Open access
Semantic Scholar
Predicting Local Failure after Partial Prostate Re-Irradiation Using a Dosiomic-Based Machine Learning Model
G. Pirrone, F. Matrone, P. Chiovati, S. Manente +7 more
2022Journal of Personalized Medicine11 citations Open access
Semantic Scholar
Breast Hypoplasia and Decreased Lactation From Radiation Therapy in Survivors of Pediatric Malignancy: A PENTEC Comprehensive Review.
A. Lo, C. Ronckers, M. Aznar, M. Avanzo +7 more
2021International Journal of Radiation Oncology, Biology, Physics10 citations Open access
Semantic Scholar
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
L. Vinante, J. Vaidya, A. Caroli, M. Mileto +11 more
2024Frontiers in Oncology9 citations Open access
Semantic Scholar
Artificial Intelligence-Based Patient Selection for Deep Inspiration Breath-Hold Breast Radiotherapy from Respiratory Tracks
Alessandra Vendrame, C. Cappelletto, P. Chiovati, L. Vinante +6 more
2023Applied Sciences9 citations Open access
Semantic Scholar
Ten daily fractions for partial breast irradiation. Long‐term results of a prospective phase II trial
L. Vinante, M. Avanzo, C. Furlan, F. Fiorica +12 more
2019The Breast Journal9 citations Open access
Semantic Scholar
Physics Considerations for Evaluation of Dose for Dose-Response Models of Pediatric Late Effects From Radiation Therapy.
A. Olch, P. van Luijk, C. Hua, M. Avanzo +4 more
2023International Journal of Radiation Oncology, Biology, Physics8 citations Open access
Semantic Scholar
Electron radiotherapy (IOERT) for applications outside of the breast: Dosimetry and influence of tissue inhomogeneities.
M. Avanzo, A. Dassie, Prabhu Chandra Acharya, P. Chiovati +11 more
2019Physica medica (Testo stampato)8 citations Open access
Semantic Scholar
Image-guided volumetric arc radiotherapy of pancreatic cancer with simultaneous integrated boost: Optimization strategies and dosimetric results.
M. Avanzo, P. Chiovati, G. Boz, G. Sartor +2 more
2016Physica medica (Testo stampato)7 citations
Semantic Scholar
Developing an ensemble machine learning study: Insights from a multi-center proof-of-concept study
Annarita Fanizzi, Federico Fadda, Michele Maddalo, S. Saponaro +15 more
2024PLoS ONE6 citations Open access
Semantic Scholar
Hypofractionation of partial breast irradiation using radiobiological models.
M. Avanzo, M. Trovò, J. Stancanello, R. Jena +4 more
2015Physica medica (Testo stampato)6 citations
Semantic Scholar
Survey on the interest and commitment of AIFM members to scientific activities (SicAS) - The initiative of the FutuRuS working group.
R. Castriconi, L. Placidi, M. Avanzo, R. Cirio +6 more
2023Physica medica (Testo stampato)4 citations
Semantic Scholar
In Doxorubicin-Adapted Hodgkin Lymphoma Cells, Acquiring Multidrug Resistance and Improved Immunosuppressive Abilities, Doxorubicin Activity Was Enhanced by Chloroquine and GW4869
Naike Casagrande, C. Borghese, M. Avanzo, D. Aldinucci
2023Cells4 citations Open access
Semantic Scholar

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