| VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations HQ Nguyen, K Lam, LT Le, HH Pham, DQ Tran, DB Nguyen, DD Le, ... Scientific Data 9 (1), 429, 2022 | 336 | 2022 |
| Interpreting chest X-rays via CNNs that exploit hierarchical disease dependencies and uncertainty labels HH Pham, TT Le, DQ Tran, DT Ngo, HQ Nguyen Neurocomputing 437, 186-194, 2021 | 222 | 2021 |
| 3D point cloud analysis for detection and characterization of defects on airplane exterior surface I Jovančević, HH Pham, JJ Orteu, R Gilblas, J Harvent, X Maurice, ... Journal of Nondestructive Evaluation 36, 1-17, 2017 | 112 | 2017 |
| VinDr-Mammo: A large-scale benchmark dataset for computer-aided diagnosis in full-field digital mammography HT Nguyen, HQ Nguyen, HH Pham, K Lam, LT Le, M Dao, V Vu Scientific Data (Nature) 10 (1), 277, 2023 | 98 | 2023 |
| Exploiting deep residual networks for human action recognition from skeletal data HH Pham, L Khoudour, A Crouzil, P Zegers, SA Velastin Computer Vision and Image Understanding 170, 51-66, 2018 | 98 | 2018 |
| Real‐Time Obstacle Detection System in Indoor Environment for the Visually Impaired Using Microsoft Kinect Sensor HH Pham, TL Le, N Vuillerme Journal of Sensors 2016 (1), 3754918, 2016 | 93 | 2016 |
| A unified deep framework for joint 3D pose estimation and action recognition from a single RGB camera HH Pham, H Salmane, L Khoudour, A Crouzil, SA Velastin, P Zegers Sensors 20 (7), 1825, 2020 | 66 | 2020 |
| Backdoor attacks and defenses in federated learning: Survey, challenges and future research directions TD Nguyen, T Nguyen, P Le Nguyen, HH Pham, KD Doan, KS Wong Engineering Applications of Artificial Intelligence 127, 107166, 2024 | 52 | 2024 |
| Video-based human action recognition using deep learning: a review HH Pham, L Khoudour, A Crouzil, P Zegers, SA Velastin arXiv preprint arXiv:2208.03775, 2022 | 49 | 2022 |
| Spatio–temporal image representation of 3D skeletal movements for view-invariant action recognition with deep convolutional neural networks HH Pham, H Salmane, L Khoudour, A Crouzil, P Zegers, SA Velastin Sensors 19 (8), 1932, 2019 | 44 | 2019 |
| LightX3ECG: A Lightweight and eXplainable Deep Learning System for 3-lead Electrocardiogram Classification KH Le, HH Pham, TBT Nguyen, TA Nguyen, TN Thanh, CD Do Biomedical Signal Processing and Control 85, 104963, 2023 | 38 | 2023 |
| VinDr-SpineXR: A deep learning framework for spinal lesions detection and classification from radiographs HT Nguyen, HH Pham, NT Nguyen, HQ Nguyen, TQ Huynh, M Dao, V Vu Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 38 | 2021 |
| Learning to recognise 3D human action from a new skeleton‐based representation using deep convolutional neural networks HH Pham, L Khoudour, A Crouzil, P Zegers, SA Velastin IET Computer Vision 13 (3), 319-328, 2019 | 37 | 2019 |
| Learning from multiple expert annotators for enhancing anomaly detection in medical image analysis KH Le, TV Tran, HH Pham, HT Nguyen, TT Le, HQ Nguyen IEEE Access 11, 14105-14114, 2023 | 32 | 2023 |
| A novel multi-view deep learning approach for BI-RADS and density assessment of mammograms HTX Nguyen, SB Tran, DB Nguyen, HH Pham, HQ Nguyen 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 31 | 2022 |
| VinDr-RibCXR: A benchmark dataset for automatic segmentation and labeling of individual ribs on chest X-rays HC Nguyen, TT Le, HH Pham, HQ Nguyen Proceedings of International Conference on Medical Imaging with Deep …, 2021 | 25 | 2021 |
| Feddrl: Deep reinforcement learning-based adaptive aggregation for non-iid data in federated learning NH Nguyen, PL Nguyen, TD Nguyen, TT Nguyen, DL Nguyen, ... Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022 | 24 | 2022 |
| Skeletal movement to color map: A novel representation for 3D action recognition with inception residual networks HH Pham, L Khoudour, A Crouzil, P Zegers, SA Velastin 2018 25th IEEE International Conference on Image Processing (ICIP), 3483-3487, 2018 | 23 | 2018 |
| An accurate and explainable deep learning system improves interobserver agreement in the interpretation of chest radiograph HH Pham, HQ Nguyen, HT Nguyen, LT Le, L Khanh IEEE Access 10, 104512-104531, 2022 | 21 | 2022 |
| Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks T Nguyen, HH Pham, KH Le, AT Nguyen, T Thanh, C Do PLoS ONE 17 (11), e0277081, 2022 | 20 | 2022 |
Ha Q. NguyenVingroup Big Data Institute確認したメール アドレス: vingroup.net