Deep Ensemble Learning Approaches in Healthcare to Enhance the Prediction and Diagnosing Performance: The Workflows, Deployments, and Surveys on the Statistical, Image-Based … DK Nguyen, CH Lan, CL Chan International Journal of Environmental Research and Public Health 18 (20), 10811, 2021 | 35 | 2021 |
Deep Stacked Generalization Ensemble Learning models in early diagnosis of Depression illness from wearable devices data DK Nguyen, AHA Li, DV Phan, CL Chan. 2021 5th International Conference on Medical and Health Informatics ICMHI …, 2021 | 21 | 2021 |
Decision support system for the differentiation of schizophrenia and mood disorders using multiple deep learning models on wearable devices data DK Nguyen, CL Chan, AHA Li, DV Phan, CH Lan Health Informatics Journal 28 (4), 14604582221137537, 2022 | 20 | 2022 |
Applying deep learning for prediction sleep quality from wearable data DV Phan, CL Chan, DK Nguyen Proceedings of the 4th International Conference on Medical and Health …, 2020 | 20 | 2020 |
Addressing data imbalance problems in ligand-binding site prediction using a variational autoencoder and a convolutional neural network TTD Nguyen, DK Nguyen, YY Ou Briefings in Bioinformatics 22 (6), bbab277, 2021 | 10 | 2021 |
Gradient Deep Learning Boosting and Its Application on the Imbalanced Datasets Containing Noises in Manufacturing DK Nguyen, CL Chan, DV Phan 2021 International Conference on Security and Information Technologies with …, 2022 | 2 | 2022 |
A deep learning approach to Lung Nodule Growth Prediction using CT image combined with Demographic and image features AHA Li, DK Nguyen, YJ Lai, TY Chien, YL Chiu, CL Chan, PC Yang Proceedings of the 2023 7th International Conference on Medical and Health …, 2023 | 1 | 2023 |
Application of deep learning in wound size measurement using fingernail as the reference DH Chang, DK Nguyen, TN Nguyen, CL Chan BMC Medical Informatics and Decision Making 24 (1), 390, 2024 | | 2024 |
A Deep Learning Model for Wound Size Measurement Using Fingernails D Nguyen, DH Chang, T Nguyen, T Nguyen, C Chan Proceedings of the 6th International Conference on Medical and Health …, 2022 | | 2022 |