Publication date: Available online 22 June 2019Source: Medical Image AnalysisAuthor(s): Yunxiang Mao, Liang Han, Zhaozheng YinAbstractIn this paper, we solve the problem of mitosis event localization and its stage localization in time-lapse phase-contrast microscopy images. Our method contains three steps: first, we formulate a Low-Rank Matrix Recovery (LRMR) model to find salient regions from microscopy images and extract candidate patch sequences, which potentially contain mitosis events; second,...
Publication date: Available online 22 June 2019Source: Medical Image AnalysisAuthor(s): Geng Chen, Bin Dong, Yong Zhang, Weili Lin, Dinggang Shen, Pew-Thian YapAbstractDiffusion MRI (DMRI) is a powerful tool for studying early brain development and disorders. However, the typically low spatio-angular resolution of DMRI diminishes structural details and limits quantitative analysis to simple diffusion models. This problem is aggravated for infant DMRI since (i) the infant brain is significantly smaller...
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