Art

J-GLOBAL ID：202202279810553277   Reference number：22A2196321

BA-GCA Net: Boundary-Aware Grid Contextual Attention Net in Osteosarcoma MRI Image Segmentation

BA-GCAネット:骨肉腫MRI画像セグメンテーションにおける境界を意識したグリッド文脈注意ネット【JST・京大機械翻訳】

Author (12)： Wu Jia (School of Computer Science and Engineering, Central South University, Changsha 410083, China) ,  Wu Jia (Research Center for Artificial Intelligence, Monash University, Melbourne, Clayton VIC 3800, Australia) ,  Wu Jia (The First People’s Hospital of Huaihua, Huaihua, Hunan, China) ,  Wu Jia (Collaborative Innovation Center for Medical Artificial Intelligence and Big Data Decision Making Assis-10 Tance, Hunan University of Medicine, Changsha, China) ,  Liu Zikang (School of Computer Science and Engineering, Central South University, Changsha 410083, China) ,  Gou Fangfang (School of Computer Science and Engineering, Central South University, Changsha 410083, China) ,  Zhu Jun (The First People’s Hospital of Huaihua, Huaihua, Hunan, China) ,  Zhu Jun (Collaborative Innovation Center for Medical Artificial Intelligence and Big Data Decision Making Assis-10 Tance, Hunan University of Medicine, Changsha, China) ,  Tang Haoyu (The First People’s Hospital of Huaihua, Huaihua, Hunan, China) ,  Tang Haoyu (Collaborative Innovation Center for Medical Artificial Intelligence and Big Data Decision Making Assis-10 Tance, Hunan University of Medicine, Changsha, China) ,  Zhou Xian (Jiangxi University of Chinese Medicine, Nanchang 330004, JiangXi, China) ,  Xiong Wangping (Jiangxi University of Chinese Medicine, Nanchang 330004, JiangXi, China)
Material： Computational Intelligence and Neuroscience (Web)
Volume： 2022  Page： Null  Publication year： 2022 
JST Material Number： U7694A  ISSN： 1687-5265  Document type： Article
Article type： 原著論文  Country of issue： United Kingdom (GBR)  Language： ENGLISH (EN)

Abstract/Point： Osteosarcoma is one of the mos...

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Thesaurus term： transformer(voltage) ,  learning ,  *segmentation ,  network ,  tumor ,  *image processing ,  computational complexity ,  *osteosarcoma ,  NMR imaging ,  ablation ,  ambiguity ,  biosensor ,  bone tumor
Semi thesaurus term： *画像セグメンテーション ,  テクスチャ特徴 ,  セグメンテーション精度 , 【Automatic Indexing@JST】

JST classification (2)： Tumors(=neoplasms)of musculoskeletal system  (GG04000A) ,  Diagnosis of tumors(=neoplasms)  (GE03020J)

Reference (61)：

• M. Barani, M. Mukhtar, A. Rahdar, S. Sargazi, S. Pandey, M. Kang, "Recent advances in nanotechnology-based diagnosis and treatments of human osteosarcoma," Biosensors, vol. 11, no. 2, pp. 55, 2021.
• D. Zheng, W. Liu, W. Xie, G. Huang, Q. Jiang, Y. Yang, J. Huang, Z. Xing, M. Yuan, M. Wei, Y. Li, J. Yin, J. Shen, Z. Shi, "AHA1 upregulates IDH1 and metabolic activity to promote growth and metastasis and predicts prognosis in osteosarcoma," Signal Transduction and Targeted Therapy, vol. 6, no. 1, pp. 25, 2021.
• F. Sadoughi, P. Maleki Dana, Z. Asemi, B. Yousefi, "DNA damage response and repair in osteosarcoma: defects, regulation and therapeutic implications," DNA Repair, vol. 102, 2021.
• J. Wu, P. Xiao, Z. Zhou, Z. Dai, G. Fang, H. Haojie, W. Jia, "An artificial intelligence multiprocessing scheme for the diagnosis of osteosarcoma MRI images," IEEE Journal of Biomedical and Health Informatics, pp. 1-12, 2021.
• T. Ouyang, S. Yang, F. Gou, Z. Dai, J. Wu, "Rethinking U-net from an attention perspective with transformers for osteosarcoma MRI image segmentation," Computational Intelligence and Neuroscience, vol. 2022, pp. 1-24, 2022.

Terms in the title (11)： Ba ,  GCA ,  ネット ,  骨肉腫 ,  MRI画像 ,  セグメンテーション ,  境界 ,  意識 ,  グリッド ,  文脈 ,  注意