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Hieu H. Pham
Hieu H. Pham
Other namesHuy-Hieu Pham, HH Pham, Hieu Pham
College of Engineering & Computer Science, VinUni-Illinois Smart Health Center, VinUniversity
Verified email at vinuni.edu.vn - Homepage
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Cited by
Cited by
Year
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
3582022
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
2282021
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
1192017
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
1102023
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
1002018
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
942016
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
662020
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
592024
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
532022
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
432019
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
402023
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
382021
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
382019
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
342022
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
332023
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
292021
PediCXR: An open, large-scale chest radiograph dataset for interpretation of common thoracic diseases in children
HH Pham, NH Nguyen, TT Tran, TNM Nguyen, HQ Nguyen
Scientific Data (Nature) 10 (1), 240, 2023
272023
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
262022
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
252018
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
222022
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