2 papers
cs.AI2025
Trustworthy Enhanced Multi-view Multi-modal Alzheimer's Disease Prediction with Brain-wide Imaging Transcriptomics Data
Shan Cong, Zhoujie Fan, Hongwei Liu +4
Brain transcriptomics provides insights into the molecular mechanisms by which the brain coordinates its functions and processes. However, existing multimodal methods for predictin…
cs.LG2024
MVKTrans: Multi-View Knowledge Transfer for Robust Multiomics Classification
Shan Cong, Zhiling Sang, Hongwei Liu +5
The distinct characteristics of multiomics data, including complex interactions within and across biological layers and disease heterogeneity (e.g., heterogeneity in etiology and c…