22 citations · 78 across the 10 of their papers we have counts for
Showing 2017Show all
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q-bio.QM2017★ 14 cited
BIISQ: Bayesian nonparametric discovery of Isoforms and Individual Specific Quantification
Derek Aguiar, Li-Fang Cheng, Bianca Dumitrascu +3
Most human protein-coding genes can be transcribed into multiple possible distinct mRNA isoforms. These alternative splicing patterns encourage molecular diversity and dysregulatio…
stat.ML2017★ 22 cited
Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction
Li-Fang Cheng, Gregory Darnell, Bianca Dumitrascu +4
In the scenario of real-time monitoring of hospital patients, high-quality inference of patients' health status using all information available from clinical covariates and lab tes…