| Ultra‐low‐dose PET reconstruction using generative adversarial network with feature matching and task‐specific perceptual loss J Ouyang, KT Chen, E Gong, J Pauly, G Zaharchuk Medical physics 46 (8), 3555-3564, 2019 | 173 | 2019 |
| Use of Deep Learning to Predict Final Ischemic Stroke Lesions From Initial Magnetic Resonance Imaging Y Yu, Y Xie, T Thamm, E Gong, J Ouyang, C Huang, S Christensen, ... JAMA Network Open 3 (3), e200772-e200772, 2020 | 152 | 2020 |
| Deep learning evaluation of biomarkers from echocardiogram videos JW Hughes, N Yuan, B He, J Ouyang, J Ebinger, P Botting, J Lee, ... EBioMedicine 73, 103613, 2021 | 49 | 2021 |
| Representation Disentanglement for Multi-modal Brain MRI Analysis J Ouyang, E Adeli, KM Pohl, Q Zhao, G Zaharchuk International Conference on Information Processing in Medical Imaging, 321-333, 2021 | 43 | 2021 |
| Generalization of deep learning models for ultra-low-count amyloid PET/MRI using transfer learning KT Chen, M Schürer, J Ouyang, MEI Koran, G Davidzon, E Mormino, ... European journal of nuclear medicine and molecular imaging 47, 2998-3007, 2020 | 41 | 2020 |
| Accurate tissue interface segmentation via adversarial pre-segmentation of anterior segment OCT images J Ouyang, TS Mathai, K Lathrop, J Galeotti Biomedical optics express 10 (10), 5291-5324, 2019 | 30 | 2019 |
| Tissue at Risk and Ischemic Core Estimation Using Deep Learning in Acute Stroke Y Yu, Y Xie, T Thamm, E Gong, J Ouyang, S Christensen, MP Marks, ... American Journal of Neuroradiology 42 (6), 1030-1037, 2021 | 27 | 2021 |
| Self-supervised longitudinal neighbourhood embedding J Ouyang, Q Zhao, E Adeli, EV Sullivan, A Pfefferbaum, G Zaharchuk, ... Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021 | 23 | 2021 |
| Longitudinal Pooling & Consistency Regularization to Model Disease Progression from MRIs. J Ouyang, Q Zhao, EV Sullivan, A Pfefferbaum, SF Taper, E Adeli, ... IEEE Journal of Biomedical and Health Informatics, 2020 | 21 | 2020 |
| Ultra-low-dose 18F-FDG brain PET/MR denoising using deep learning and multi-contrast information J Xu, E Gong, J Ouyang, J Pauly, G Zaharchuk Medical Imaging 2020: Image Processing 11313, 420-432, 2020 | 21 | 2020 |
| Functional Outcome Prediction in Acute Ischemic Stroke Using a Fused Imaging and Clinical Deep Learning Model Y Liu, Y Yu, J Ouyang, B Jiang, G Yang, S Ostmeier, M Wintermark, ... Stroke 54 (9), 2316-2327, 2023 | 20 | 2023 |
| Self-supervised learning of neighborhood embedding for longitudinal MRI J Ouyang, Q Zhao, E Adeli, G Zaharchuk, KM Pohl Medical Image Analysis 82, 102571, 2022 | 20 | 2022 |
| Fingerprint pose estimation based on faster R-CNN J Ouyang, J Feng, J Lu, Z Guo, J Zhou 2017 IEEE International Joint Conference on Biometrics (IJCB), 268-276, 2017 | 20 | 2017 |
| Predicting hypoperfusion lesion and target mismatch in stroke from diffusion-weighted MRI using deep learning Y Yu, S Christensen, J Ouyang, F Scalzo, DS Liebeskind, MG Lansberg, ... Radiology, 220882, 2022 | 18 | 2022 |
| Disentangling Normal Aging From Severity of Disease via Weak Supervision on Longitudinal MRI J Ouyang, Q Zhao, E Adeli, G Zaharchuk, KM Pohl IEEE Transactions on Medical Imaging 41 (10), 2558-2569, 2022 | 11 | 2022 |
| Predicting FDG‐PET images from multi‐contrast MRI using deep learning in patients with brain neoplasms J Ouyang, KT Chen, R Duarte Armindo, GA Davidzon, KE Hawk, F Moradi, ... Journal of Magnetic Resonance Imaging 59 (3), 1010-1020, 2024 | 8 | 2024 |
| Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks M Baharoon, W Qureshi, J Ouyang, Y Xu, K Phol, A Aljouie, W Peng arXiv preprint arXiv:2312.02366, 2023 | 8 | 2023 |
| Task-GAN: Improving generative adversarial network for image reconstruction J Ouyang, G Wang, E Gong, K Chen, J Pauly, G Zaharchuk Machine Learning for Medical Image Reconstruction: Second International …, 2019 | 8* | 2019 |
| Automated detection of arterial landmarks and vascular occlusions in patients with acute stroke receiving digital subtraction angiography using deep learning J Khankari, Y Yu, J Ouyang, R Hussein, HM Do, JJ Heit, G Zaharchuk Journal of NeuroInterventional Surgery 15 (6), 521-525, 2023 | 7 | 2023 |
| Generative Adversarial Network–Enhanced Ultra-Low-Dose [18F]-PI-2620 τ PET/MRI in Aging and Neurodegenerative Populations KT Chen, R Tesfay, MEI Koran, J Ouyang, S Shams, CB Young, ... American Journal of Neuroradiology 44 (9), 1012-1019, 2023 | 5 | 2023 |
Greg ZaharchukStanford UniversityVerified email at stanford.edu
