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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
2202022
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
1872021
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
952018
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
942017
Real-time obstacle detection system in indoor environment for the visually impaired using microsoft kinect sensor
HH Pham, L Thi-Lan, N Vuillerme
Journal of Sensors 2016, 2016
902016
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
602020
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
462023
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
402019
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
352019
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
272021
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
242018
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
202022
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
182022
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
172023
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
172023
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
162021
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
152022
Learning and recognizing human action from skeleton movement with deep residual neural networks
HH Pham, L Khoudour, A Crouzil, P Zegers, SA Velastin
IET Digital Library, 2017
142017
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
132022
Learning to automatically diagnose multiple diseases in pediatric chest radiographs using deep convolutional neural networks
TT Tran, HH Pham, TV Nguyen, TT Le, HT Nguyen, HQ Nguyen
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
122021
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