| 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 | 458 | 2018 |
| 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 | 353 | 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 | 227 | 2021 |
| 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 | 107 | 2023 |
| Downsampling of signals on graphs via maximum spanning trees HQ Nguyen, MN Do IEEE Transactions on Signal Processing 63 (1), 182-191, 2014 | 90 | 2014 |
| 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 | 57 | 2020 |
| 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 | 54 | 2020 |
| 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 | 45 | 2014 |
| 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 | 39 | 2018 |
| 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 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 | 33 | 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 | 32 | 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 arXiv preprint arXiv:2107.01327, 2021 | 28 | 2021 |
| 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 | 27 | 2023 |
| A sampling theory for non-decaying signals HQ Nguyen, M Unser Applied and Computational Harmonic Analysis 43 (1), 76-93, 2017 | 24 | 2017 |
| 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 | 23* | 2022 |
| 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 | 22 | 2022 |
| ‘VinDr-CXR: An open dataset of chest X-rays with radiologist’s annotations,’’Sci HQ Nguyen, K Lam, LT Le, HH Pham, DQ Tran, DB Nguyen, DD Le, ... Data 9 (429), 10.1038, 2022 | 20 | 2022 |
| Phase recognition in contrast‐enhanced CT scans based on deep learning and random sampling BT Dao, TV Nguyen, HH Pham, HQ Nguyen Medical Physics 49 (7), 4518-4528, 2022 | 20 | 2022 |
| Learning convex regularizers for optimal Bayesian denoising HQ Nguyen, E Bostan, M Unser IEEE Transactions on Signal Processing 66 (4), 1093-1105, 2017 | 20 | 2017 |
Hieu H. PhamCollege of Engineering & Computer Science, VinUni-Illinois Smart Health Center, VinUniversityvinuni.edu.vn üzerinde doğrulanmış e-posta adresine sahip