Michele Avanzo

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Giovanni PirroneDivision of Medical Physics, Centro di Riferimento Oncologico, IRCCS, AvianoVerified email at cro.it
Issam El Naqa, PhD, FAAPM, FIEEE, F...Chair of Machine Learning, H. Lee Moffitt Cancer CenterVerified email at moffitt.org
PAOLO SCALCHIAzienda Sanitaria Universitaria Integrata Friuli CentraleVerified email at asufc.sanita.fvg.it
Anita MahajanMayo ClinicVerified email at mayo.edu
Gustavo BaldassarreMolecular Oncology Unit Centro di Riferimento Oncologico di Aviano (CRO), IRCCS, 33081 AvianoVerified email at cro.it
Nils Patrik BrodinMontefiore Medical Center and Albert Einstein College of Medicine, New YorkVerified email at einsteinmed.org
anna sarnelliIRSTVerified email at irst.emr.it
Professor Jayant S VaidyaProfessor of Surgery and Oncology, University College LondonVerified email at ucl.ac.uk
Giancarlo FerrignoProfessor of Biomedical Engineering, NearLab, DEIB, Politecnico di MilanoVerified email at polimi.it
Pietro CerveriUniversità di PaviaVerified email at unipv.it
Stefania BertonResearch Associate, University of OttawaVerified email at uottawa.ca
Simona RossiSTCS Basel, SwitzerlandVerified email at usb.ch
George CalinMD Anderson Cancer CenterVerified email at mdanderson.org
Joshua ArmeniaMemorial Sloan Kettering Cancer CenterVerified email at mskcc.org
Cristina IvanCaris Life SciencesVerified email at carisls.com
Giovanna GagliardiAssociate Professor Medical PhysicsVerified email at regionstockholm.se
Francesco FioricaU.O.C. di Radioterapia e Medicina Nucleare, AULSS 9 Scaligera (Verona)Verified email at aulss9.veneto.it
Jean-Pierre BissonnetteDept of Radiation Oncology, University of TorontoVerified email at rmp.uhn.on.ca
David JaffrayUniversity of Texas MD Anderson Cancer CenterVerified email at mdanderson.org
pantaleo romanelliThe Renaissance Institute,Winter Park, FL,USAVerified email at therenaissanceinstitute.org

Michele Avanzo

Department of Medical Physics, Centro di Riferimento Oncologico (CRO) IRCCS di Aviano

Verified email at cro.it


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Beyond imaging: the promise of radiomics M Avanzo, J Stancanello, I El Naqa Physica Medica 38, 122-139, 2017	513	2017
Machine and deep learning methods for radiomics M Avanzo, L Wei, J Stancanello, M Vallieres, A Rao, O Morin, ... Medical physics 47 (5), e185-e202, 2020	468	2020
Radiomics and deep learning in lung cancer M Avanzo, J Stancanello, G Pirrone, G Sartor Strahlentherapie und Onkologie 196, 879-887, 2020	244	2020
Stereotactic body radiation therapy for re-irradiation of persistent or recurrent non-small cell lung cancer M Trovo, E Minatel, E Durofil, J Polesel, M Avanzo, T Baresic, A Bearz, ... International Journal of Radiation Oncology* Biology* Physics 88 (5), 1114-1119, 2014	107	2014
Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy M Avanzo, M Porzio, L Lorenzon, L Milan, R Sghedoni, G Russo, ... Physica Medica 83, 221-241, 2021	77	2021
In vivo dosimetry with radiochromic films in low‐voltage intraoperative radiotherapy of the breast M Avanzo, A Rink, A Dassie, S Massarut, M Roncadin, E Borsatti, E Capra Medical physics 39 (5), 2359-2368, 2012	71	2012
Local high-dose radiotherapy induces systemic immunomodulating effects of potential therapeutic relevance in oligometastatic breast cancer E Muraro, C Furlan, M Avanzo, D Martorelli, E Comaro, A Rizzo, DA Fae’, ... Frontiers in immunology 8, 1476, 2017	70	2017
Radiotherapy-induced miR-223 prevents relapse of breast cancer by targeting the EGF pathway L Fabris, S Berton, F Citron, S D'andrea, I Segatto, MS Nicoloso, ... Oncogene 35 (37), 4914-4926, 2016	68	2016
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, M Avanzo, ... Acta Oncologica 45 (7), 943-947, 2006	63	2006
Neurocognitive effects and necrosis in childhood cancer survivors treated with radiation therapy: a PENTEC comprehensive review A Mahajan, PL Stavinoha, W Rongthong, NP Brodin, SL McGovern, ... International Journal of Radiation Oncology* Biology* Physics 119 (2), 401-416, 2024	56	2024
Artificial intelligence and the medical physicist: welcome to the machine M Avanzo, A Trianni, F Botta, C Talamonti, M Stasi, M Iori Applied Sciences 11 (4), 1691, 2021	52	2021
Dose to the skin in helical tomotherapy: results of in vivo measurements with radiochromic films M Avanzo, A Drigo, SR Kaiser, A Roggio, G Sartor, P Chiovati, G Franchin, ... Physica Medica 29 (3), 304-311, 2013	51	2013
A novel benchmarking approach to assess the agreement among radiomic tools A Bettinelli, F Marturano, M Avanzo, E Loi, E Menghi, E Mezzenga, ... Radiology 303 (3), 533-541, 2022	46	2022
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, J Stancanello, M Aiello, ... European Journal of Nuclear Medicine and Molecular Imaging 46, 2673-2699, 2019	43	2019
BOLD fMRI integration into radiosurgery treatment planning of cerebral vascular malformations J Stancanello, C Cavedon, P Francescon, F Causin, M Avanzo, ... Medical physics 34 (4), 1176-1184, 2007	42	2007
Expanding the medical physicist curricular and professional programme to include Artificial Intelligence F Zanca, I Hernandez-Giron, M Avanzo, G Guidi, W Crijns, O Diaz, ... Physica Medica 83, 174-183, 2021	40	2021
A multicentre evaluation of dosiomics features reproducibility, stability and sensitivity L Placidi, E Gioscio, C Garibaldi, T Rancati, A Fanizzi, D Maestri, ... Cancers 13 (15), 3835, 2021	39	2021
Regulatory aspects of the use of artificial intelligence medical software F Zanca, C Brusasco, F Pesapane, Z Kwade, R Beckers, M Avanzo Seminars in radiation oncology 32 (4), 432-441, 2022	38	2022
Deep learning based time-to-event analysis with PET, CT and joint PET/CT for head and neck cancer prognosis Y Wang, E Lombardo, M Avanzo, S Zschaek, J Weingärtner, A Holzgreve, ... Computer Methods and Programs in Biomedicine 222, 106948, 2022	32	2022
Distant metastasis time to event analysis with CNNs in independent head and neck cancer cohorts E Lombardo, C Kurz, S Marschner, M Avanzo, V Gagliardi, G Fanetti, ... Scientific reports 11 (1), 6418, 2021	32	2021

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