Nguyen-Quoc-Khanh Le

45 papers C 1Journal 37Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Learning-Based Integrated System for Intraoperative Blood Loss Quantification in Surgical Sponges.
IEEE J. Biomed. Health Informatics
Dang Nguyen, Minh Huu Nhat Le, Trung Q. Le, Chinyere Charles-Okezie, Michael J. Diaz, Cameron Sabet, Hung The Dang, Tuan Nguyen, Hoan Nguyen, Minh Tran, Nguyen-Quoc-Khanh Le, Aaron Muncey, Phat K. Huynh
2024 — conf
RF-Lung-DR: Integrating Biological and Drug SMILES Features in a Random Forest-Based Drug Response Predictor for Lung Cancer Cell Lines.
TAI4H
Thi-Oanh Tran, Quang-Hien Kha, Nguyen-Quoc-Khanh Le
2024 — conf
SISU: A Holistic Self-training Framework on Semi-supervised White Blood Cell Segmentation.
TAI4H
Quang-Hien Kha, Minh Huu Nhat Le, Lam Huu Phuc Nguyen, Minh Nguyen Tuan Tran, Linh My Nguyen, Hung Quay Thong, Nguyen-Quoc-Khanh Le
2024 J jnl
Sa-TTCA: An SVM-based approach for tumor T-cell antigen classification using features extracted from biological sequencing and natural language processing.
Comput. Biol. Medicine
Thi-Oanh Tran, Nguyen-Quoc-Khanh Le
2024 J jnl
Using a hybrid neural network architecture for DNA sequence representation: A study on N4-methylcytosine sites.
Comput. Biol. Medicine
Van-Nui Nguyen, Trang-Thi Ho, Thu-Dung Doan, Nguyen-Quoc-Khanh Le
2024 J jnl
VF-Pred: Predicting virulence factor using sequence alignment percentage and ensemble learning models.
Comput. Biol. Medicine
Shreya Singh, Nguyen-Quoc-Khanh Le, Cheng Wang
2023 — conf
A Sequence-Based Prediction Model of Vesicular Transport Proteins Using Ensemble Deep Learning.
BCB
Nguyen-Quoc-Khanh Le, Quang-Hien Kha
2023 J jnl
A transfer learning approach on MRI-based radiomics signature for overall survival prediction of low-grade and high-grade gliomas.
Medical Biol. Eng. Comput.
Viet-Huan Le, Tran Nguyen Tuan Minh, Quang-Hien Kha, Nguyen-Quoc-Khanh Le
2023 — conf
An MRI-based radiomics signatures for overall survival prediction of gliomas patients.
Computer-Aided Diagnosis
Viet-Huan Le, Tran Nguyen Tuan Minh, Quang-Hien Kha, Nguyen-Quoc-Khanh Le
2023 J jnl
Development and Validation of CT-Based Radiomics Signature for Overall Survival Prediction in Multi-organ Cancer.
J. Digit. Imaging
Viet-Huan Le, Quang-Hien Kha, Minh-Tien Nguyen, Van Hiep Nguyen, Van Long Le, Nguyen-Quoc-Khanh Le
2023 J jnl
Development and Validation of an Explainable Machine Learning-Based Prediction Model for Drug-Food Interactions from Chemical Structures.
Sensors
Quang-Hien Kha, Viet-Huan Le, Truong Nguyen Khanh Hung, Ngan Thi Kim Nguyen, Nguyen-Quoc-Khanh Le
2023 J jnl
Diffusion-tensor imaging and dynamic susceptibility contrast MRIs improve radiomics-based machine learning model of MGMT promoter methylation status in glioblastomas.
Biomed. Signal Process. Control.
Tran Nguyen Tuan Minh, Viet-Huan Le, Nguyen-Quoc-Khanh Le
2023 — conf
Predicting Tumor Mutational Burden and Survival in Head and Neck Squamous Cancer Patients Using Machine Learning and Bioinformatics Approaches.
BCB
Nguyen-Kieu Viet-Nhi, Nguyen-Quoc-Khanh Le, Vu Cong Truc, Thi Thuy Nguyen, Tran Nguyen Anh Duy, Nguyen Tu Thai Bao, How Tseng, Shih-Han Hung
2023 J jnl
Predicting emerging drug interactions using GNNs.
Nat. Comput. Sci.
Nguyen-Quoc-Khanh Le
2023 J jnl
Prediction of anticancer peptides based on an ensemble model of deep learning and machine learning using ordinal positional encoding.
Briefings Bioinform.
Qitong Yuan, Keyi Chen, Yimin Yu, Nguyen-Quoc-Khanh Le, Matthew Chin Heng Chua
2023 J jnl
Sequence-based prediction model of protein crystallization propensity using machine learning and two-level feature selection.
Briefings Bioinform.
Nguyen-Quoc-Khanh Le, Wanru Li, Yanshuang Cao
2023 — conf
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis.
ICCV (Workshops)
Thanh-Huy Nguyen, Quang-Hien Kha, Thai Ngoc Toan Truong, Ba Thinh Lam, Ba Hung Ngo, Quang Vinh Dinh, Nguyen-Quoc-Khanh Le
2023 J jnl
Towards Robust Natural-Looking Mammography Lesion Synthesis on Ipsilateral Dual-Views Breast Cancer Analysis.
CoRR
Thanh-Huy Nguyen, Quang-Hien Kha, Thai Ngoc Toan Truong, Ba Thinh Lam, Ba Hung Ngo, Quang Vinh Dinh, Nguyen-Quoc-Khanh Le
2022 J jnl
4-D Memristive Chaotic Systems-Based Audio Secure Communication Using Dual-Function-Link Fuzzy Brain Emotional Controller.
Int. J. Fuzzy Syst.
Tuan-Tu Huynh, Chih-Min Lin, Duc-Hung Pham, Ngoc Phi Nguyen, Nguyen-Quoc-Khanh Le, Mai The Vu, Van-Phong Vu, Fei Chao
2022 J jnl
An Extensive Examination of Discovering 5-Methylcytosine Sites in Genome-Wide DNA Promoters Using Machine Learning Based Approaches.
IEEE ACM Trans. Comput. Biol. Bioinform.
Trinh-Trung-Duong Nguyen, The-Anh Tran, Nguyen-Quoc-Khanh Le, Dinh-Minh Pham, Yu-Yen Ou
2022 J jnl
BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection.
Comput. Biol. Chem.
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Van-Nui Nguyen, Jung-Su Chang
2022 J jnl
Identifying SNARE Proteins Using an Alignment-Free Method Based on Multiscan Convolutional Neural Network and PSSM Profiles.
J. Chem. Inf. Model.
Quang-Hien Kha, Quang-Thai Ho, Nguyen-Quoc-Khanh Le
2022 J jnl
Intelligent wavelet fuzzy brain emotional controller using dual function-link network for uncertain nonlinear control systems.
Appl. Intell.
Tuan-Tu Huynh, Chih-Min Lin, Nguyen-Quoc-Khanh Le, Mai The Vu, Ngoc Phi Nguyen, Fei Chao
2022 — conf
Prediction of Protein-Protein Interactions through Deep Learning Based on Sequence Feature Extraction and Interaction Network.
BioCAS
Nguyen-Quoc-Khanh Le, Quang-Hien Kha
2022 J jnl
Self-Organizing Double Function-Link Fuzzy Brain Emotional Control System Design for Uncertain Nonlinear Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Tuan-Tu Huynh, Chih-Min Lin, Tien-Loc Le, Nguyen-Quoc-Khanh Le, Van-Phong Vu, Fei Chao
2022 J jnl
Use Chou's 5-Steps Rule With Different Word Embedding Types to Boost Performance of Electron Transport Protein Prediction Model.
IEEE ACM Trans. Comput. Biol. Bioinform.
Trinh-Trung-Duong Nguyen, Quang-Thai Ho, Nguyen-Quoc-Khanh Le, Van-Dinh Phan, Yu-Yen Ou
2022 J jnl
mCNN-ETC: identifying electron transporters and their functional families by using multiple windows scanning techniques in convolutional neural networks with evolutionary information of protein sequences.
Briefings Bioinform.
Quang-Thai Ho, Nguyen-Quoc-Khanh Le, Yu-Yen Ou
2021 J jnl
A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information.
Briefings Bioinform.
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Yu-Yen Ou
2021 J jnl
FAD-BERT: Improved prediction of FAD binding sites using pre-training of deep bidirectional transformers.
Comput. Biol. Medicine
Quang-Thai Ho, Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, Yu-Yen Ou
2021 J jnl
Incorporating a transfer learning technique with amino acid embeddings to efficiently predict N-linked glycosylation sites in ion channels.
Comput. Biol. Medicine
Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, The-Anh Tran, Dinh-Minh Pham, Yu-Yen Ou
2021 J jnl
Prediction of FMN Binding Sites in Electron Transport Chains Based on 2-D CNN and PSSM Profiles.
IEEE ACM Trans. Comput. Biol. Bioinform.
Nguyen-Quoc-Khanh Le, Binh P. Nguyen
2021 J jnl
Radiomics-based machine learning model for efficiently classifying transcriptome subtypes in glioblastoma patients from MRI.
Comput. Biol. Medicine
Nguyen-Quoc-Khanh Le, Truong Nguyen Khanh Hung, Duyen Thi Do, Luu Ho Thanh Lam, Luong Huu Dang, Tuan-Tu Huynh
2021 J jnl
Using deep neural networks and biological subwords to detect protein S-sulfenylation sites.
Briefings Bioinform.
Duyen Thi Do, Trang Thanh Quynh Le, Nguyen-Quoc-Khanh Le
2020 J jnl
A New Self-Organizing Fuzzy Cerebellar Model Articulation Controller for Uncertain Nonlinear Systems Using Overlapped Gaussian Membership Functions.
IEEE Trans. Ind. Electron.
Tuan-Tu Huynh, Chih-Min Lin, Tien-Loc Le, Hsing-Yueh Cho, Thanh-Thao T. Pham, Nguyen-Quoc-Khanh Le, Fei Chao
2020 J jnl
DeepETC: A deep convolutional neural network architecture for investigating and classifying electron transport chain's complexes.
Neurocomputing
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Edward Kien Yee Yapp, Yu-Yen Ou, Hui-Yuan Yeh
2019 J jnl
ET-GRU: using multi-layer gated recurrent units to identify electron transport proteins.
BMC Bioinform.
Nguyen-Quoc-Khanh Le, Edward Kien Yee Yapp, Hui-Yuan Yeh
2019 J jnl
Identification of clathrin proteins by incorporating hyperparameter optimization in deep learning and PSSM profiles.
Comput. Methods Programs Biomed.
Nguyen-Quoc-Khanh Le, Tuan-Tu Huynh, Edward Kien Yee Yapp, Hui-Yuan Yeh
2019 J jnl
SNARE-CNN: a 2D convolutional neural network architecture to identify SNARE proteins from high-throughput sequencing data.
PeerJ Comput. Sci.
Nguyen-Quoc-Khanh Le, Van-Nui Nguyen
2019 J jnl
Using two-dimensional convolutional neural networks for identifying GTP binding sites in Rab proteins.
J. Bioinform. Comput. Biol.
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Yu-Yen Ou
2018 J jnl
DeepEfflux: a 2D convolutional neural network model for identifying families of efflux proteins in transporters.
Bioinform.
Semmy Wellem Taju, Trinh-Trung-Duong Nguyen, Nguyen-Quoc-Khanh Le, Rosdyana Mangir Irawan Kusuma, Yu-Yen Ou
2018 J jnl
Incorporating post translational modification information for enhancing the predictive performance of membrane transport proteins.
Comput. Biol. Chem.
Nguyen-Quoc-Khanh Le, Green Arther Sandag, Yu-Yen Ou
2017 J jnl
Incorporating deep learning with convolutional neural networks and position specific scoring matrices for identifying electron transport proteins.
J. Comput. Chem.
Nguyen-Quoc-Khanh Le, Quang-Thai Ho, Yu-Yen Ou
2016 J jnl
Incorporating efficient radial basis function networks and significant amino acid pairs for predicting GTP binding sites in transport proteins.
BMC Bioinform.
Nguyen-Quoc-Khanh Le, Yu-Yen Ou
2016 J jnl
Prediction of FAD binding sites in electron transport proteins according to efficient radial basis function networks and significant amino acid pairs.
BMC Bioinform.
Nguyen-Quoc-Khanh Le, Yu-Yen Ou
2016 C conf
Using Deep Learning with Position Specific Scoring Matrices to Identify Efflux Proteins in Membrane and Transport Proteins.
BIBE
Semmy Wellem Taju, Nguyen-Quoc-Khanh Le, Yu-Yen Ou