SemiBiomarker is a new semi-supervised protocol that can use unlabeled cancer protein data in model construction by an iterative and incremental training strategy.It can result in improved accuracy and sensitivity of subcellular location difference detection.
Computational Systems Biology Group, Shanghai Jiao Tong University
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Bioimaging based detection of mislocalized proteins in human cancers by semi-supervised learning.
Xu YY, Yang F, Zhang Y, Shen HB.
Bioinformatics. 2014 Nov 19. pii: btu772.