Hui‐Yuan Yeh

iEnhancer-5Step: Identifying enhancers using hidden information of DNA sequences via Chou's 5-step rule and word embedding

Nguyen Quoc Khanh Le, Edward Kien Yee Yapp, Quang‐Thai Ho et al. · Analytical Biochemistry · 2019 · 150 citations

Genetics, Molecular Biology, Dna Sequences +16

Classifying Promoters by Interpreting the Hidden Information of DNA Sequences via Deep Learning and Combination of Continuous FastText N-Grams

Nguyen Quoc Khanh Le, Edward Kien Yee Yapp, N. Nagasundaram et al. · Frontiers in Bioengineering and Biotechnology · 2019 · 129 citations · Full text

XGBoost Improves Classification of MGMT Promoter Methylation Status in IDH1 Wildtype Glioblastoma

Nguyen Quoc Khanh Le, Duyen Thi, Fang-Ying Chiu et al. · Journal of Personalized Medicine · 2020 · 111 citations · Full text

Radiomics Feature Extraction, Epigenetic Change, Genetics +19

Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles

Nguyen Quoc Khanh Le, Tuân-Tú Huỳnh, Edward Kien Yee Yapp et al. · Computer Methods and Programs in Biomedicine · 2019 · 87 citations · Full text

Hyperparameter Optimization, Clathrin Proteins, Engineering +14

Computational identification of vesicular transport proteins from sequences using deep gated recurrent units architecture

Nguyen Quoc Khanh Le, Edward Kien Yee Yapp, N. Nagasundaram et al. · Computational and Structural Biotechnology Journal · 2019 · 87 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24