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The emerging role of artificial intelligence in proton therapy: a review

Isaksson, L. J.
; 
Mastroleo, F.
; 
Vincini, M. G.
; 
Marvaso, G.
; 
Zaffaroni, M.
; 
Gola, M.
; 
Mazzola, G. C.
; 
Bergamaschi, L.
; 
Gaito, Simona
; 
Alongi, F.
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Abstract
Artificial intelligence (AI) has made a tremendous impact in the space of healthcare, and proton therapy is not an exception. Proton therapy has witnessed growing popularity in oncology over recent decades, and researchers are increasingly looking to develop AI and machine learning tools to aid in various steps of the treatment planning and delivery processes. This review delves into the emergent role of AI in proton therapy, evaluating its development, advantages, intended clinical contexts, and areas of application. Through the analysis of 76 studies, we aim to underscore the importance of AI applications in advancing proton therapy and to highlight their prospective influence on clinical practices.
Authors
Isaksson, L. J.
Mastroleo, F.
Vincini, M. G.
Marvaso, G.
Zaffaroni, M.
Gola, M.
Mazzola, G. C.
Bergamaschi, L.
Gaito, Simona
Alongi, F.
Doyen, J.
Fossati, P.
Haustermans, K.
Høyer, M.
Langendijk, J. A.
Matute, R.
Orlandi, E.
Schwarz, M.
Troost, E. G. C.
Vondracek, V.
La Torre, D.
Curigliano, G.
Petralia, G.
Orecchia, R.
Alterio, D.
Jereczek-Fossa, B. A.
Affiliation
Proton Clinical Outcomes Unit, The Christie NHS Proton Beam Therapy Centre, Manchester M20 4BX, UK
Description
Date
2024
Publisher
Collections
All Christie Publications
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Type
Article
Citation
Isaksson LJ, Mastroleo F, Vincini MG, Marvaso G, Zaffaroni M, Gola M, et al. The emerging role of Artificial Intelligence in proton therapy: A review. Crit Rev Oncol Hematol. 2024 Dec;204:104485. PubMed PMID: 39233128. Epub 2024/09/05. eng.
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Journal ISSN
Volume Title
URI
http://hdl.handle.net/10541/627216
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