Ngoc Giang Nguyen

DNA Sequence Classification by Convolutional Neural Network

Ngoc Giang Nguyen, Tran Anh Vu, Duc Luu Ngo et al. · Journal of Biomedical Science and Engineering · 2016 · 170 citations · Full text

Computing, Bioinformatics, Computer Science +16

Classification of Brainwaves for Sleep Stages by High-Dimensional FFT Features from EEG Signals

Mera Kartika Delimayanti, Bedy Purnama, Ngoc Giang Nguyen et al. · Applied Sciences · 2020 · 79 citations · Full text

Computing, Neuroscience, Biomedical Signal Processing +16

Application of Word Embedding to Drug Repositioning

Duc Luu Ngo, Naoki Yamamoto, Tran Anh Vu et al. · Journal of Biomedical Science and Engineering · 2016 · 22 citations · Full text

Computing, Bioinformatics, Biomedical Informatics +13

Applying Deep Learning Models to Mouse Behavior Recognition

Ngoc Giang Nguyen, Dau Phan, Favorisen Rosyking Lumbanraja et al. · Journal of Biomedical Science and Engineering · 2019 · 21 citations · Full text

Computing, Computer Science, Animal Behavior +10

Combined Use of k-Mer Numerical Features and Position-Specific Categorical Features in Fixed-Length DNA Sequence Classification

Dau Phan, Ngoc Giang Nguyen, Favorisen Rosyking Lumbanraja et al. · Journal of Biomedical Science and Engineering · 2017 · 18 citations · Full text

Life Sciences, Bioinformatics, Molecular Biology +14