Applications of artificial intelligence in stereotactic body radiation therapy.

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作者： Pietro,Mancosu ^[1] ; Nicola,Lambri ^[1] ; Isabella,Castiglioni ^[2] ; Damiano,Dei ^[3] ; Mauro,Iori ^[4] ; Daniele,Loiacono ^[2] ; Serenella,Russo ^[5] ; Cinzia,Talamonti ^[6] ; Elena,Villaggi ^[7] ; Marta,Scorsetti ^[8] ; Michele,Avanzo ^[9]

作者单位： IRCCS Humanitas Research Hospital, Medical Physics Unit, via Manzoni 56, I-20089 Rozzano, Milan, Italy. ^[1] Department of Biomedical Sciences, Humanitas University, via Rita Levi Montalcini 4, I-20072 Pieve Emanuele, Milan, Italy. ^[2] University of Milan-Bicocca, Department of Physics 'G. Occhialini', piazza della Scienza 2, I-20126 Milano, Italy. ^[3] DeepTrace Technologies S.R.L., via Conservatorio 17, I-20122, Milano, Italy. ^[4] IRCCS Humanitas Research Hospital, Radiotherapy and Radiosurgery Department, via Manzoni 56, I-20089 Rozzano, Milan, Italy. ^[5] Medical Physics Unit, Azienda USL-IRCCS di Reggio Emilia, I-42122 Reggio Emilia, Italy. ^[6] Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy. ^[7] Medical Physics Unit, Azienda USL Toscana Centro, Firenze, Italy. ^[8] Department Biomedical Experimental and Clinical Science 'Mario Serio', University of Florence, I-50134 Florence, Italy. ^[9] INFN, Florence Division, I-50134 Florence, Italy. ^[10] Medical Physics Unit, AUSL Piacenza, Italy. ^[11] Medical Physics Department, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, I-33081 Aviano (PN), Italy. ^[12]

关键词 artificial intelligence (AI)automation deep learning machine learning radiation therapy stereotactic ablative radiotherapy (SABR)stereotactic body radiation therapy (SBRT)

主题词人工智能(Artificial Intelligence);危及器官(Organs at Risk);放射外科手术(Radiosurgery);放射治疗剂量(Radiotherapy Dosage);放射治疗计划, 计算机辅助(Radiotherapy Planning, Computer-Assisted)

DOI 10.1088/1361-6560/ac7e18

PMID 35785778

发布时间 2022-09-13

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