KaryoXpert: An accurate chromosome segmentation and classification framework for karyotyping analysis without training with manually labeled metaphase-image mask annotations
Siyuan Chen, Kaichuang Zhang, Jingdong Hu, Na Li, Ao Xu, Haoyang Li, Juexiao Zhou, Chao Huang, Yongguo Yu, Xin Gao
Topics & Concepts
Computer scienceSegmentationArtificial intelligenceRobustness (evolution)AnnotationChromosomeGround truthPattern recognition (psychology)Image segmentationMachine learningGeneBiochemistryChemistryGenomic variations and chromosomal abnormalitiesPrenatal Screening and DiagnosticsChromosomal and Genetic Variations