Personalized mood prediction from patterns of behavior collected with smartphones.
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npj Digit. Medicine, 2024
DVT-Net: A Multimodal Deep Vascular Topology Network for Disease Prediction.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Spatiotemporal Modeling of Microbial Communities.
PhD thesis, 2020
Compositional Lotka-Volterra describes microbial dynamics in the simplex.
PLoS Comput. Biol., 2020
Modeling the temporal dynamics of the gut microbial community in adults and infants.
PLoS Comput. Biol., 2019
Using Stochastic Approximation Techniques to Efficiently Construct Confidence Intervals for Heritability.
J. Comput. Biol., 2018
GLINT: a user-friendly toolset for the analysis of high-throughput DNA-methylation array data.
Bioinform., 2017
A Bayesian Framework for Estimating Cell Type Composition from DNA Methylation Without the Need for Methylation Reference.
Proceedings of the Research in Computational Molecular Biology, 2017