Computational Biology

Network-based Wavelet Smoothing for Analysis of Genomic Data
Biological networks are a common way of describing information on relationships between genes that are accumulated from many years of …
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Signaling Pathway Activities Improve Prognosis for Breast Cancer
With the advent of high-throughput technologies for genome-wide expression profiling, a large number of methods have been proposed to …
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Kernel Multitask Regression for Toxicogenetics
The development of high-throughput in vitro assays to study quantitatively the toxicity of chemical compounds on genetically …
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Rank-based Molecular Prognosis and Network-guided Biomarker Discovery for Breast Cancer
Breast cancer is the second most common cancer worldwide and the leading cause of women’s death from cancer. Improving cancer prognosis …
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Prediction of human population responses to toxic compounds by a collaborative competition
The ability to computationally predict the effects of toxic compounds on humans could help address the deficiencies of current chemical …
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