Joint co-clustering: Co-clustering of genomic and clinical bioimaging data
Computers & Mathematics with Applications
Automated segmentation of tissue images for computerized IHC analysis
Computer Methods and Programs in Biomedicine
Computer-aided techniques for chromogenic immunohistochemistry: Status and directions
Computers in Biology and Medicine
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This work presents the first fully-automated computeraided analysis approach to the quantification of the expression of receptors for the non-small cell lung carcinoma. This immunohistochemical analysis is usually performed by pathologists via visual inspection of tissue samples images. Our techniques streamlines this error-prone and time-consuming process, thereby facilitating analysis and diagnosis. Experimental results on several real-life datasets demonstrate the high quantitative precision of our approach.