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Ha Q. Nguyen
Ha Q. Nguyen
Vingroup Big Data Institute
Verified email at vingroup.net - Homepage
Title
Cited by
Cited by
Year
CNN-based projected gradient descent for consistent CT image reconstruction
H Gupta, KH Jin, HQ Nguyen, MT McCann, M Unser
IEEE transactions on medical imaging 37 (6), 1440-1453, 2018
4072018
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
2352022
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
1932021
Downsampling of signals on graphs via maximum spanning trees
HQ Nguyen, MN Do
IEEE Transactions on Signal Processing 63 (1), 182-191, 2014
882014
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 10 (1), 277, 2023
622023
A CNN-LSTM architecture for detection of intracranial hemorrhage on CT scans
NT Nguyen, DQ Tran, NT Nguyen, HQ Nguyen
medRxiv, 2020.04. 17.20070193, 2020
532020
Compression of human body sequences using graph wavelet filter banks
HQ Nguyen, PA Chou, Y Chen
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
452014
Unveiling prognostics biomarkers of tyrosine metabolism reprogramming in liver cancer by cross-platform gene expression analyses
TN Nguyen, HQ Nguyen, DH Le
PloS one 15 (6), e0229276, 2020
372020
Deep Q-learning with multiband sensing for dynamic spectrum access
HQ Nguyen, BT Nguyen, TQ Dong, DT Ngo, TA Nguyen
2018 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2018
342018
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
282021
A sampling theory for non-decaying signals
HQ Nguyen, M Unser
Applied and Computational Harmonic Analysis 43 (1), 76-93, 2017
232017
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
212023
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
202022
Learning convex regularizers for optimal Bayesian denoising
HQ Nguyen, E Bostan, M Unser
IEEE Transactions on Signal Processing 66 (4), 1093-1105, 2017
192017
Frame Permutation Quantization
HQ Nguyen, VK Goyal, LR Varshney
Applied and Computational Harmonic Analysis 31 (1), 74–97, 2011
192011
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
arXiv preprint arXiv:2107.01327, 2021
172021
Deployment and validation of an AI system for detecting abnormal chest radiographs in clinical settings
NH Nguyen, HQ Nguyen, NT Nguyen, TV Nguyen, HH Pham, ...
Frontiers in Digital Health 4, 890759, 2022
16*2022
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 10 (1), 240, 2023
15*2023
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
152022
Subspace methods for computational relighting
HQ Nguyen, S Liu, MN Do
Computational Imaging XI 8657, 17-26, 2013
152013
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Articles 1–20