| Fast CapsNet for Lung Cancer Screening A Mobiny, H Van Nguyen Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 2 …, 2018 | 188 | 2018 |
| 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 | 184 | 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 | 112 | 2020 |
| Risk-aware machine learning classifier for skin lesion diagnosis A Mobiny, A Singh, H Van Nguyen Journal of clinical medicine 8 (8), 1241, 2019 | 96 | 2019 |
| Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks D Maric, J Jahanipour, XR Li, A Singh, A Mobiny, H Van Nguyen, ... Nature communications 12 (1), 1550, 2021 | 68 | 2021 |
| Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network A Mobiny, H Lu, HV Nguyen, B Roysam, N Varadarajan IEEE transactions on medical imaging 39 (1), 1-10, 2019 | 63 | 2019 |
| If structure can exclaim: a novel robotic-assisted percussion method for spatial bolt-ball joint looseness detection F Wang, A Mobiny, H Van Nguyen, G Song Structural Health Monitoring 20 (4), 1597-1608, 2021 | 48 | 2021 |
| Kidney level lupus nephritis classification using uncertainty guided Bayesian convolutional neural networks PA Cicalese, A Mobiny, Z Shahmoradi, X Yi, C Mohan, H Van Nguyen IEEE Journal of Biomedical and Health Informatics 25 (2), 315-324, 2020 | 34 | 2020 |
| 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 | 26 | 2021 |
| LB-SciFi: Online learning-based channel feedback for MU-MIMO in wireless LANs PK Sangdeh, H Pirayesh, A Mobiny, H Zeng 2020 IEEE 28th International Conference on Network Protocols (ICNP), 1-11, 2020 | 25 | 2020 |
| Assaying neural activity of children during video game play in public spaces: a deep learning approach AS Ravindran, A Mobiny, JG Cruz-Garza, A Paek, A Kopteva, JLC Vidal Journal of neural engineering 16 (3), 036028, 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 | 20 | 2020 |
| Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks A Mobiny, S Moulik, H Van Nguyen arXiv preprint arXiv:1710.05719, 2017 | 19 | 2017 |
| 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 | 17 | 2020 |
| Text-Independent Speaker Verification Using Long Short-Term Memory Networks A Mobiny, M Najarian arXiv preprint arXiv:1805.00604, 2018 | 17 | 2018 |
| 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 |
| DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction L Saadatifard, A Mobiny, P Govyadinov, H Nguyen, D Mayerich arXiv preprint arXiv:2002.01568, 2020 | 2 | 2020 |
| Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation L Saadatifard, A Mobiny, P Govyadinov, H Van Nguyen, D Mayerich International Workshop on Machine Learning for Medical Image Reconstruction …, 2020 | 1 | 2020 |
| Trans-Caps: Transformer Capsule Networks with Self-attention Routing A Mobiny, PA Cicalese, H Van Nguyen | 1 | 2020 |
Hien Van NguyenAssociate Professor, University of HoustonVerified email at uh.edu