Brachytherapy outcome modeling in cervical cancer patients: A predictive machine learning study on patient-specific clinical, physical and dosimetric parameters.

Abdalvand, Neda; Sadeghi, Mahdi; Mahdavi, Seied Rabi; Abdollahi, Hamid; Qasempour, Younes; Mohammadian, Fatemeh; Birgani, Mohammad Javad Tahmasebi; Hosseini, Khadijeh

Abdalvand, Neda; Sadeghi, Mahdi; Mahdavi, Seied Rabi; Abdollahi, Hamid; Qasempour, Younes; Mohammadian, Fatemeh; Birgani, Mohammad Javad Tahmasebi; Hosseini, Khadijeh.

Afiliação

Abdalvand N; Department of Medical Physics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran.
Sadeghi M; Department of Medical Physics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran. Electronic address: sadeghi.m@iums.ac.ir.
Mahdavi SR; Department of Medical Physics, School of Medicine, Iran University of Medical Sciences, Tehran, Iran; Radiation Biology Research Center, Iran University of Medical Sciences, Tehran, Iran.
Abdollahi H; Department of Radiologic Technology, Faculty of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran.
Qasempour Y; Student Research Committee, Faculty of Allied Medicine, Kerman University of Medical Sciences, Kerman, Iran.
Mohammadian F; Department of Radiation Oncology, Golestan Hospital, Ahvaz Jundishapour University of Medical Sciences, Ahvaz, Iran.
Birgani MJT; Department of Radiation Oncology, Golestan Hospital, Ahvaz Jundishapour University of Medical Sciences, Ahvaz, Iran.
Hosseini K; Department of Radiation Oncology, Golestan Hospital, Ahvaz Jundishapour University of Medical Sciences, Ahvaz, Iran.

Brachytherapy ; 21(6): 769-782, 2022.

Article em En | MEDLINE | ID: mdl-35933272

Assuntos

Braquiterapia; Neoplasias do Colo do Útero; Feminino; Humanos; Braquiterapia/métodos; Neoplasias do Colo do Útero/radioterapia; Aprendizado de Máquina; Radiometria; Curva ROC

Palavras-chave

Brachytherapy; Dosimetric; Locally advanced cervical cancer; Machine learning; Physical parameters; Predictive modeling

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Braquiterapia / Neoplasias do Colo do Útero Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Braquiterapia / Neoplasias do Colo do Útero Idioma: En Ano de publicação: 2022 Tipo de documento: Article