An International Inter-Consortium Validation of Knowledge-Based Plan Prediction Modeling for Whole Breast Radiotherapy Treatment

This study demonstrates the feasibility of applying RWB-TF KB models beyond the consortium in which they were developed, supporting broader clinical implementation. This retrospective study was supported by AIRC (Associazione Italiana per la Ricerca sul Cancro) and registered on ClinicalTrials.gov (NCT06317948, 12 March 2024).

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Publication Details

Journal
Cancers
Published
2025-11-05
DOI
https://doi.org/10.3390/cancers17213576
Primary Topic
Breast Cancer Treatment Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

An International Inter-Consortium Validation of Knowledge-Based Plan Prediction Modeling for Whole Breast Radiotherapy Treatment

G. Benecchi, E. Moretti, Lorenzo Placidi, E. Cagni et al.
Cancers
Breast Cancer Treatment Studies
article

An International Inter-Consortium Validation of Knowledge-Based Plan Prediction Modeling for Whole Breast Radiotherapy Treatment

G. Benecchi, E. Moretti, Lorenzo Placidi, E. Cagni, Roberta Castriconi, Peter Griffin, A. Scaggion, Giulia Rambaldi Guidasci, Valeria Landoni, Cathy Markham, Vanessa Panettieri, T. Rancati, Guenda Meffe, Alessia Tudda, Mark W. Burns, C. Fiorino, Caterina Oliviero, Karen McGoldrick
article en

Abstract

This study demonstrates the feasibility of applying RWB-TF KB models beyond the consortium in which they were developed, supporting broader clinical implementation. This retrospective study was supported by AIRC (Associazione Italiana per la Ricerca sul Cancro) and registered on ClinicalTrials.gov (NCT06317948, 12 March 2024).

CancersVol. 17(21)
University of Parma (IT), University of Udine (IT), Vita-Salute San Raffaele University (IT), The University of Melbourne (AU), Peter MacCallum Cancer Centre (AU), The Alfred Hospital (AU), Agostino Gemelli University Polyclinic (IT), Azienda Sanitaria Unità Locale di Reggio Emilia (IT), Cabrini Hospital (AU), Azienda Ospedaliera San Camillo-Forlanini (IT), Istituto Oncologico Veneto (IT), Federico II University Hospital (IT), Campus Bio Medico University Hospital (IT), Carlo Forlanini Hospital (IT), Fondazione IRCCS Istituto Nazionale dei Tumori (IT), Alfred Health (AU), Monash University (AU)
Associazione Italiana per la Ricerca sul Cancro
Openalex Percentile: Top 60%
Breast Cancer Treatment Studies
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