Nam V. Nguyen

A universal SNP and small-indel variant caller using deep neural networks

Ryan Poplin, Pi-Chuan Chang, David H. Alexander et al. · Nature Biotechnology · 2018 · 1.7K citations

Bioinformatics, Allelic Variant, Deep Neural Networks +12

Detecting Stealthy False Data Injection Using Machine Learning in Smart Grid

Mohammad Esmalifalak, Lanchao Liu, Nam V. Nguyen et al. · IEEE Systems Journal · 2014 · 573 citations

Engineering, Machine Learning, Information Security +20

Creating a universal SNP and small indel variant caller with deep neural networks

Ryan Poplin, Pi-Chuan Chang, David H. Alexander et al. · 2016 · 93 citations · Full text

Engineering, Machine Learning, Deep Whole Genomes +17

A new preprocessing approach to improve the performance of CNN-based skin lesion classification

Hadi Zanddizari, Nam V. Nguyen, Behnam Zeinali et al. · Medical & Biological Engineering & Computing · 2021 · 51 citations

Dermoscopic Image, Convolutional Neural Network, Image Analysis +10

A Panel of TMPRSS2:ERG Fusion Transcript Markers for Urine-Based Prostate Cancer Detection with High Specificity and Sensitivity

Nam V. Nguyen, Philippe D. Violette, Sam W. Chan et al. · European Urology · 2010 · 43 citations

Biomarker (Medicine), Urology, Medicine +8