CMAF-Net: a cross-modal attention fusion-based deep neural network for incomplete multi-modal brain tumor segmentation.

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作者： Kangkang,Sun ^[1] ; Jiangyi,Ding ^[2] ; Qixuan,Li ^[2] ; Wei,Chen ^[1] ; Heng,Zhang ^[2] ; Jiawei,Sun ^[2] ; Zhuqing,Jiao ^[3] ; Xinye,Ni ^[2]

作者单位： School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, China.;Department of Radiotherapy, The Affiliated of Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China.;Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China.;Center of Medical Physics, Nanjing Medical University, Changzhou, China. ^[1] Department of Radiotherapy, The Affiliated of Changzhou No. 2 People's Hospital of Nanjing Medical University, Changzhou, China.;Jiangsu Province Engineering Research Center of Medical Physics, Changzhou, China.;Center of Medical Physics, Nanjing Medical University, Changzhou, China. ^[2] School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, China. ^[3]

关键词 Brain tumor segmentation cross-modal attention fusion (CMAF)magnetic resonance imaging (MRI)missing modalities multimodal fusion

DOI 10.21037/qims-24-9

PMID 39022265

发布时间 2024-07-19

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