| Single-shot autofocusing of microscopy images using deep learning Y Luo, L Huang, Y Rivenson, A Ozcan ACS Photonics 8 (2), 625-638, 2021 | 82 | 2021 |
| Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization H Chen, L Huang, T Liu, A Ozcan Light: Science & Applications 254 (11), 2022 | 79 | 2022 |
| Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks L Huang, T Liu, X Yang, Y Luo, Y Rivenson, A Ozcan ACS Photonics 8 (6), 1763-1774, 2021 | 72 | 2021 |
| Artificial intelligence-enabled quantitative phase imaging methods for life sciences J Park, B Bai, DH Ryu, T Liu, C Lee, Y Luo, MJ Lee, L Huang, J Shin, ... Nature Methods 20 (11), 1645-1660, 2023 | 63 | 2023 |
| Roadmap on Label‐Free Super‐Resolution Imaging VN Astratov, YB Sahel, YC Eldar, L Huang, A Ozcan, N Zheludev, J Zhao, ... Laser & Photonics Reviews 17 (12), 2200029, 2023 | 45 | 2023 |
| Self-supervised learning of hologram reconstruction using physics consistency L Huang, H Chen, T Liu, A Ozcan Nature Machine Intelligence, 1-13, 2023 | 41 | 2023 |
| Recurrent neural network-based volumetric fluorescence microscopy L Huang, H Chen, Y Luo, Y Rivenson, A Ozcan Light: Science & Applications 10 (1), 62, 2021 | 41 | 2021 |
| SNR-adaptive OCT angiography enabled by statistical characterization of intensity and decorrelation with multi-variate time series model L Huang, Y Fu, R Chen, S Yang, H Qiu, X Wu, S Zhao, Y Gu, P Li IEEE transactions on medical imaging, 2019 | 37 | 2019 |
| Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks Y Zhang, L Huang, T Liu, K Cheng, K de Haan, Y Li, B Bai, A Ozcan Intelligent Computing, 2022 | 24 | 2022 |
| Deep-learning-based virtual refocusing of images using an engineered point-spread function X Yang, L Huang, Y Luo, Y Wu, H Wang, Y Rivenson, A Ozcan ACS Photonics 8 (7), 2174-2182, 2021 | 21 | 2021 |
| Virtual histological staining of unlabeled autopsy tissue Y Li, N Pillar, J Li, T Liu, D Wu, S Sun, G Ma, K de Haan, L Huang, ... Nature Communications 15 (1), 1684, 2024 | 19 | 2024 |
| eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging H Chen, L Huang, T Liu, A Ozcan IEEE Journal of Selected Topics in Quantum Electronics 29 (4), 2023 | 18 | 2023 |
| Few-shot transfer learning for holographic image reconstruction using a recurrent neural network L Huang, X Yang, T Liu, A Ozcan APL Photonics 7 (7), 2022 | 17 | 2022 |
| Light-field tomographic fluorescence lifetime imaging microscopy Y Ma, J Park, L Huang, C Sen, S Burri, C Bruschini, X Yang, Q Cui, ... Proceedings of the National Academy of Sciences 121 (40), e2402556121, 2024 | 8 | 2024 |
| GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency L Huang, H Chen, T Liu, A Ozcan arXiv preprint arXiv:2209.08288, 2022 | 8 | 2022 |
| Improved algorithm of non-line-of-sight imaging based on the Bayesian statistics L Huang, X Wang, Y Yuan, S Gu, Y Shen JOSA A 36 (5), 834-838, 2019 | 7 | 2019 |
| Unidirectional imaging with partially coherent light G Ma, CY Shen, J Li, L Huang, Ç Işıl, FO Ardic, X Yang, Y Li, Y Wang, ... Advanced Photonics Nexus 3 (6), 066008-066008, 2024 | 4 | 2024 |
| Neural network-based processing and reconstruction of compromised biophotonic image data MJ Fanous, P Casteleiro Costa, Ç Işıl, L Huang, A Ozcan Light: Science & Applications 13 (1), 231, 2024 | 3 | 2024 |
| Multi-scale Conditional Generative Modeling for Microscopic Image Restoration L Huang, X Xiao, S Li, J Sun, Y Huang, A Ozcan, P Bogdan arXiv preprint arXiv:2407.05259, 2024 | 2 | 2024 |
| Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology L Huang, Y Li, N Pillar, TK Haran, WD Wallace, A Ozcan arXiv preprint arXiv:2404.18458, 2024 | 2 | 2024 |
Aydogan OzcanChancellor's Professor at UCLA & HHMI ProfessorAdresse e-mail validée de ucla.edu
