RGA-Unet: An improved U-net segmentation model based on residual grouped convolution and convolutional block attention module for brain tumor MRI image segmentation

Siyi Xun, Yan Zhang, Sixu Duan, Huachao Chen, Mingwei Wang, Jiangang Chen, Tao Tan · 2022

research-article Share on RGA-Unet: An improved U-net segmentation model based on residual grouped convolution and convolutional block attention module for brain tumor MRI image segmentation Authors: Siyi Xun School of Faculty of Applied Sciences, Macao Polytechnic University, China School of Faculty of Applied Sciences, Macao Polytechnic University, China 0000-0002-9392-5445View Profile , Yan Zhang Jinan Branch of China Telecom Co. LTD, China Jinan Branch of China Telecom Co. LTD, China 0000-0003-3139-1705View Profile , Sixu Duan School of Physics and Electronics, Shandong Normal University, China School of Physics and Electronics, Shandong Normal University, China 0000-0002-6284-7368View Profile , Huachao Chen School of Faculty of Applied Sciences, Macao Polytechnic University, China School of Faculty of Applied Sciences, Macao Polytechnic University, China 0000-0003-3603-9161View Profile , Mingwei Wang Department of Cardiovascular Medicine, Affiliated Hospital of Hangzhou Normal University, China and Clincial School of Medicine, Hangzhou Normal University, China Department of Cardiovascular Medicine, Affiliated Hospital of Hangzhou Normal University, China and Clincial School of Medicine, Hangzhou Normal University, China 0000-0001-9060-5107View Profile , Jiangang Chen Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, China and School of Communication & Eletronic Engineering, East China Normal University, China Shanghai Key Laboratory of Multidimensional Information Processing, East China Normal University, China and School of Communication & Eletronic Engineering, East China Normal University, China 0000-0001-8775-0282View Profile , Tao Tan School of Faculty of Applied Sciences, Macao Polytechnic University, China School of Faculty of Applied Sciences, Macao Polytechnic University, China 0000-0002-5573-1105View Profile Authors Info & Claims CSSE '22: Proceedings of the 5th International Conference on Computer Science and Software EngineeringOctober 2022Pages 319–324https://doi.org/10.1145/3569966.3570060Published:20 December 2022Publication History 0citation34DownloadsMetricsTotal Citations0Total Downloads34Last 12 Months34Last 6 weeks5 Get Citation AlertsNew Citation Alert added!This alert has been successfully added and will be sent to:You will be notified whenever a record that you have chosen has been cited.To manage your alert preferences, click on the button below.Manage my AlertsNew Citation Alert!Please log in to your account Save to BinderSave to BinderCreate a New BinderNameCancelCreateExport CitationPublisher SiteGet Access

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