Multi-View Integrative Approach For Imputing Short-Chain Fatty Acids and Identifying Key factors predicting Blood SCFA
Anqi Liu, Bo Tian, Chuan Qiu, Kuan-Jui Su, Lindong Jiang, Chen Zhao, Meng Song, Yong Liu, Gang Qu, Ziyu Zhou, Xiao Zhang, Shashank Sajjan Mungasavalli Gnanesh, Vivek Thumbigere‐Math, Zhe Luo, Qing Tian, , Hong‐Wen Deng
The paper develops M2AE, a multi-task multi-view model to impute blood SCFA levels using gut metagenomic data, dietary features, and host characteristics, showing improved performance over existing methods.
bioRxiv · Sep 25, 2024 · PreprintBioinformatics