Nam D. Nguyen

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 6

Top Topics

Distribution Systems

Manifold Learning

Top Venues

Nat. Comput. Sci.

PLoS Comput. Biol.

Publications

Nam D. Nguyen, Jiawei Huang, Daifeng Wang
A deep manifold-regularized learning model for improving phenotype prediction from multi-modal data. Nat. Comput. Sci. 2 (1) (2022)
Nam D. Nguyen, Ting Jin, Daifeng Wang
Varmole: a biologically drop-connect deep neural network model for prioritizing disease risk variants and genes. Bioinform. 37 (12) (2021)
Ting Jin, Nam D. Nguyen, Flaminia Talos, Daifeng Wang
ECMarker: interpretable machine learning model identifies gene expression biomarkers predicting clinical outcomes and reveals molecular mechanisms of human disease in early stages. Bioinform. 37 (8) (2021)
Nam D. Nguyen, Hang T. T. Phan, Hien T. T. Pham, Vuong V. Mai, Ngoc T. Dang
Reliability improvement of satellite-based quantum key distribution systems using retransmission scheme. Photonic Netw. Commun. 42 (1) (2021)
Nam D. Nguyen, Daifeng Wang
Multiview learning for understanding functional multiomics. PLoS Comput. Biol. 16 (4) (2020)
Nam D. Nguyen, Ian Blaby, Daifeng Wang
A Manifold Learning Based Approach to Reveal the Functional Linkages across Multiple Gene Networks. BCB (2018)