3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.LG2017★ 1 cited
SNeCT: Scalable network constrained Tucker decomposition for integrative multi-platform data analysis
Dongjin Choi, Lee Sael
Motivation: How do we integratively analyze large-scale multi-platform genomic data that are high dimensional and sparse? Furthermore, how can we incorporate prior knowledge, such…
cs.LG2017★ 3 cited
Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA
Jaya Thomas, Sonia Thomas, Lee Sael
Should we input known genome sequence features or input sequence itself in deep learning framework? As deep learning more popular in various applications, researchers often come to…
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…