12 citations · 46 across the 10 of their papers we have counts for
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q-bio.GN2018★ 11 cited
GIFT: Guided and Interpretable Factorization for Tensors - An Application to Large-Scale Multi-platform Cancer Analysis
Jungwoo Lee, Sejoon Oh, Lee Sael
Given multi-platform genome data with prior knowledge of functional gene sets, how can we extract interpretable latent relationships between patients and genes? More specifically,…
q-bio.GN2017
Prior Knowledge based mutation prioritization towards causal variant finding in rare disease
Vasundhara Dehiya, Jaya Thomas, Lee Sael
How do we determine the mutational effects in exome sequencing data with little or no statistical evidence? Can protein structural information fill in the gap of not having enough…
q-bio.GN2017
Multi-Kernel LS-SVM Based Bio-Clinical Data Integration: Applications to Ovarian Cancer
Jaya Thomas, Lee Sael
The medical research facilitates to acquire a diverse type of data from the same individual for particular cancer. Recent studies show that utilizing such diverse data results in m…