KaryoXpert:一个精确的染色体细分和分类框架,用于在没有培训的情况下进行型分析,使用手动标记的元相图像面具注释

Siyuan Chen1, Kaichuang Zhang2, Jingdong Hu3

  • 1Computer, Electrical, and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia; Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia.

概括

KaryoXpert使用人工智能自动化了染色体细分和分类,减少了手动注释数据的需求. 这种强大的框架提高了细胞遗传研究和临床诊断的准确性.