Blar i NTNU Open på forfatter "Chen, Hanbiao"

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    • ChromosomeNet: A massive dataset enabling benchmarking and building basedlines of clinical chromosome classification 

      Lin, Chengchuang; Chen, Hanbiao; Huang, Jiesheng; Peng, Jing; Guo, Li; Yang, Zhirong; Du, Jiahua; Li, Shuangyin; Yin, Aihua; Zhao, Gansen (Journal article; Peer reviewed, 2022)
      Chromosome karyotyping analysis is a vital cytogenetics technique for diagnosing genetic and congenital malformations, analyzing gestational and implantation failures, etc. Since the chromosome classification as an essential ...

    • CIR-Net: Automatic Classification of Human Chromosome based on Inception-ResNet Architecture 

      Lin, Chenguang; Zhao, Gansen; Yang, Zhirong; Yin, Aihua; Wang, Xinming; Guo, Li; Chen, Hanbiao; Ma, Zhaohui; Zhao, Lei; Luo, Haoyu; Wang, Tianxing; Ding, Bichao; Pang, Xiongwen; Chen, Qiren (Peer reviewed; Journal article, 2020)
      Method: This paper focuses on chromosome classification because it is critical for chromosome karyotyping. In recent years, deep learning-based methods are the most promising methods for solving the tasks of chromosome ...