| Dropconnect is effective in modeling uncertainty of bayesian deep networks A Mobiny, P Yuan, SK Moulik, N Garg, CC Wu, H Van Nguyen Scientific reports 11 (1), 5458, 2021 | 131 | 2021 |
| Radiologist-level covid-19 detection using ct scans with detail-oriented capsule networks A Mobiny, PA Cicalese, S Zare, P Yuan, M Abavisani, CC Wu, J Ahuja, ... arXiv preprint arXiv:2004.07407, 2020 | 100 | 2020 |
| Physician-friendly machine learning: A case study with cardiovascular disease risk prediction M Padmanabhan, P Yuan, G Chada, HV Nguyen Journal of clinical medicine 8 (7), 1050, 2019 | 65 | 2019 |
| A robust first-arrival picking workflow using convolutional and recurrent neural networks P Yuan, S Wang, W Hu, X Wu, J Chen, H Van Nguyen Geophysics 85 (5), U109-U119, 2020 | 36 | 2020 |
| First arrival picking using U-net with Lovasz loss and nearest point picking method P Yuan, W Hu, X Wu, J Chen, H Van Nguyen SEG Technical Program Expanded Abstracts 2019, 2624-2628, 2019 | 23 | 2019 |
| Memory-augmented capsule network for adaptable lung nodule classification A Mobiny, P Yuan, PA Cicalese, SK Moulik, N Garg, CC Wu, K Wong, ... IEEE Transactions on Medical Imaging 40 (10), 2869-2879, 2021 | 22 | 2021 |
| Phasetime: Deep learning approach to detect nuclei in time lapse phase images P Yuan, A Rezvan, X Li, N Varadarajan, H Van Nguyen Journal of clinical medicine 8 (8), 1159, 2019 | 21 | 2019 |
| Stypath: Style-transfer data augmentation for robust histology image classification PA Cicalese, A Mobiny, P Yuan, J Becker, C Mohan, HV Nguyen Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 16 | 2020 |
| A self-supervised deep learning method for seismic data deblending using a blind-trace network S Wang, W Hu, P Yuan, X Wu, Q Zhang, P Nadukandi, GO Botero, J Chen IEEE Transactions on Neural Networks and Learning Systems, 2022 | 14 | 2022 |
| Few is enough: task-augmented active meta-learning for brain cell classification P Yuan, A Mobiny, J Jahanipour, X Li, PA Cicalese, B Roysam, VM Patel, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 14 | 2020 |
| Seismic deblending by self-supervised deep learning with a blind-trace network S Wang, W Hu, P Yuan, X Wu, Q Zhang, P Nadukandi, G Ocampo Botero, ... SEG International Exposition and Annual Meeting, D011S136R005, 2021 | 12 | 2021 |
| Self-supervised learning for efficient antialiasing seismic data interpolation P Yuan, S Wang, W Hu, P Nadukandi, GO Botero, X Wu, H Van Nguyen, ... IEEE Transactions on Geoscience and Remote Sensing 60, 1-19, 2022 | 10 | 2022 |
| Decaps: Detail-oriented capsule networks A Mobiny, P Yuan, PA Cicalese, H Van Nguyen Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 10 | 2020 |
| Radiologist-level COVID-19 detection using CT scans with detail-oriented capsule networks. 2020 A Mobiny, PA Cicalese, S Zare, P Yuan, M Abavisani, CC Wu, J Ahuja, ... arXiv preprint arXiv:2004.07407 730, 2004 | 8 | 2004 |
| Adaptive first arrival picking model with meta-learning P Yuan, W Hu, X Wu, J Chen, H Van Nguyen Seg international exposition and annual meeting, D031S030R003, 2020 | 6 | 2020 |
| Deep learning-assisted real-time forward modeling of electromagnetic logging in complex formations L Yan, Y Jin, C Qi, P Yuan, S Wang, X Wu, Y Huang, J Chen IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022 | 3 | 2022 |
| Self-supervised learning for anti-aliasing seismic data interpolation P Yuan, S Wang, W Hu, P Nadukandi, G Ocampo Botero, X Wu, J Chen, ... SEG International Exposition and Annual Meeting, D011S062R005, 2021 | 3 | 2021 |
| Introduction to meta learning P Yuan, H Van Nguyen Meta Learning With Medical Imaging and Health Informatics Applications, 27-35, 2023 | 1 | 2023 |
| Self-supervised learning for seismic swell noise removal Y Zi, S Wang, P Yuan, X Wu, J Chen, Z Han Second International Meeting for Applied Geoscience & Energy, 1910-1914, 2022 | 1 | 2022 |
| Multimodal breast lesion classification using cross-attention deep networks HQ Vo, P Yuan, T He, STC Wong, HV Nguyen 2021 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2021 | 1 | 2021 |
Hien Van NguyenAssociate Professor, University of HoustonVerified email at uh.edu
