Nguyen Quoc Khanh Le

Research.com Recognitions

• 2025 - Research.com Rising Stars Award

Overview

Best Publications

• A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information

  Nguyen Quoc Khanh Le;Quang-Thai Ho;Trinh-Trung-Duong Nguyen;Yu-Yen Ou

  166
  Citations

• 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;Nagarajan Nagasundaram

  138
  Citations

• Machine Learning-Based Radiomics Signatures for EGFR and KRAS Mutations Prediction in Non-Small-Cell Lung Cancer.

  Nguyen Quoc Khanh Le;Nguyen Quoc Khanh Le;Quang Hien Kha;Van Hiep Nguyen;Yung-Chieh Chen

  138
  Citations

• 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;Nagarajan Nagasundaram;Hui-Yuan Yeh

  117
  Citations

• Radiomics-based machine learning model for efficiently classifying transcriptome subtypes in glioblastoma patients from MRI.

  Nguyen Quoc Khanh Le;Nguyen Quoc Khanh Le;Truong Nguyen Khanh Hung;Duyen Thi Do;Luu Ho Thanh Lam

  113
  Citations

• Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins.

  Nguyen Quoc Khanh Le;Quang Thai Ho;Yu Yen Ou

  93
  Citations

• iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks.

  Quang H. Nguyen;Thanh Hoang Nguyen-Vo;Nguyen Quoc Khanh Le;Trang T.T. Do

  83
  Citations

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

  Nguyen Quoc Khanh Le;Tuan Tu Huynh;Edward Kien Yee Yapp;Hui Yuan Yeh

  72
  Citations

• Application of Computational Biology and Artificial Intelligence Technologies in Cancer Precision Drug Discovery

  Nagasundaram Nagarajan;Edward K.Y. Yapp;Nguyen Quoc Khanh Le;Balu Kamaraj

  72
  Citations

• Machine Learning Model for Identifying Antioxidant Proteins Using Features Calculated from Primary Sequences

  Luu Ho Thanh Lam;Luu Ho Thanh Lam;Ngoc Hoang Le;Le Van Tuan;Ho Tran Ban

  71
  Citations

• iN6-methylat (5-step): identifying DNA N6-methyladenine sites in rice genome using continuous bag of nucleobases via Chou's 5-step rule.

  Nguyen Quoc Khanh Le

  70
  Citations

• Classifying the molecular functions of Rab GTPases in membrane trafficking using deep convolutional neural networks.

  Nguyen Quoc Khanh Le;Quang Thai Ho;Yu Yen Ou

  67
  Citations

• Using deep neural networks and biological subwords to detect protein S-sulfenylation sites

  Duyen Thi Do;Thanh Quynh Trang Le;Nguyen Quoc Khanh Le

  64
  Citations

• A Computational Framework Based on Ensemble Deep Neural Networks for Essential Genes Identification.

  Nguyen Quoc Khanh Le;Nguyen Quoc Khanh Le;Duyen Thi Do;Truong Nguyen Khanh Hung;Truong Nguyen Khanh Hung;Luu Ho Thanh Lam;Luu Ho Thanh Lam

  61
  Citations

• Prediction of FAD binding sites in electron transport proteins according to efficient radial basis function networks and significant amino acid pairs

  Nguyen Quoc Khanh Le;Yu Yen Ou

  52
  Citations

• Identifying the molecular functions of electron transport proteins using radial basis function networks and biochemical properties

  Nguyen Quoc Khanh Le;Trinh Trung Duong Nguyen;Yu Yen Ou

  52
  Citations

• Improved Prediction Model of Protein Lysine Crotonylation Sites Using Bidirectional Recurrent Neural Networks.

  Sian Soo Tng;Nguyen Quoc Khanh Le;Nguyen Quoc Khanh Le;Hui-Yuan Yeh;Matthew Chin Heng Chua

  52
  Citations

• ET-GRU: using multi-layer gated recurrent units to identify electron transport proteins

  Nguyen Quoc Khanh Le;Edward Kien Yee Yapp;Hui Yuan Yeh

  48
  Citations

• Potential of deep representative learning features to interpret the sequence information in proteomics.

  Nguyen Quoc Khanh Le

  48
  Citations

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

  Nguyen Quoc Khanh Le;Nguyen Quoc Khanh Le;Edward Kien Yee Yapp;Nagarajan Nagasundaram;Matthew Chin Heng Chua

  48
  Citations

• SNARE-CNN: a 2D convolutional neural network architecture to identify SNARE proteins from high-throughput sequencing data.

  Nguyen Quoc Khanh Le;Van Nui Nguyen

  46
  Citations

• iMotor-CNN: Identifying molecular functions of cytoskeleton motor proteins using 2D convolutional neural network via Chou's 5-step rule

  Nguyen Quoc Khanh Le;Edward Kien Yee Yapp;Yu Yen Ou;Hui Yuan Yeh

  45
  Citations