3 papers
q-bio.QM2020
Deep learning for peptide identification from metaproteomics datasets
Xuan Guo, Shichao Feng
Metaproteomics are becoming widely used in microbiome research for gaining insights into the functional state of the microbial community. Current metaproteomics studies are general…
cs.LG2019
Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals
Seyedroohollah Hosseini, Xuan Guo
Mind wandering (MW) is a ubiquitous phenomenon which reflects a shift in attention from task-related to task-unrelated thoughts. There is a need for intelligent interfaces that can…
q-bio.GN2018
JS-MA: A Jensen-Shannon Divergence Based Method for Mapping Genome-wide Associations on Multiple Diseases
Xuan Guo
Taking advantages of high-throughput genotyping technology of single nucleotide polymorphism (SNP), large genome-wide association studies (GWASs) have been considered as the promis…