Transfer Learning-Based Autosegmentation of Primary Tumor Volumes of Glioblastomas Using Preoperative MRI for Radiotherapy Treatment.

Tian, Suqing; Wang, Cuiying; Zhang, Ruiping; Dai, Zhuojie; Jia, Lecheng; Zhang, Wei; Wang, Junjie; Liu, Yinglong

Tian, Suqing; Wang, Cuiying; Zhang, Ruiping; Dai, Zhuojie; Jia, Lecheng; Zhang, Wei; Wang, Junjie; Liu, Yinglong.

Afiliação

Tian S; Department of Radiation Oncology, Peking University Third Hospital, Beijing, China.
Wang C; Department of Oncology, Hainan Third People's Hospital, Sanya, China.
Zhang R; Department of Radiation Oncology, The First Hospital of Tsinghua University, Beijing, China.
Dai Z; United Imaging Research Institute of Intelligent Imaging, Beijing, China.
Jia L; Shenzhen United Imaging Research Institute of Innovative Medical Equipment, Shenzhen, China.
Zhang W; Shanghai United Imaging Healthcare Co.Ltd., Shanghai, China.
Wang J; Department of Radiation Oncology, Peking University Third Hospital, Beijing, China.
Liu Y; Shenzhen United Imaging Research Institute of Innovative Medical Equipment, Shenzhen, China.

Front Oncol ; 12: 856346, 2022.

Article em En | MEDLINE | ID: mdl-35494067

Palavras-chave

autosegmentation; deep learning; glioblastoma; radiotherapy treatment; transfer learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Idioma: En Revista: Front Oncol Ano de publicação: 2022 Tipo de documento: Article País de afiliação: China

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