SNR-Adaptive OCT Angiography Enabled by Statistical Characterization of Intensity and Decorrelation With Multi-Variate Time Series Model. - Luzhe Huang; Yiming Fu; Ruixiang Chen; Shanshan Yang; Haixia Qiu; Xining Wu; Shiyong Zhao; Ying Gu; Peng Li 034 (IEEE Trans. Medical Imaging, 2019)

Single-shot autofocusing of microscopy images using deep learning. - Yilin Luo; Luzhe Huang; Yair Rivenson; Aydogan Ozcan (CoRR, 2020)

Recurrent neural network-based volumetric fluorescence microscopy. - Luzhe Huang; Yilin Luo; Yair Rivenson; Aydogan Ozcan (CoRR, 2020)

Deep learning-based virtual refocusing of images using an engineered point-spread function. - Xilin Yang; Luzhe Huang; Yilin Luo; Yichen Wu; Hongda Wang; Yair Rivenson; Aydogan Ozcan (CoRR, 2020)

Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks. - Luzhe Huang; Tairan Liu; Xilin Yang; Yi Luo 009; Yair Rivenson; Aydogan Ozcan (CoRR, 2021)

Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network. - Luzhe Huang; Xilin Yang; Tairan Liu; Aydogan Ozcan (CoRR, 2022)

Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization. - Hanlong Chen; Luzhe Huang; Tairan Liu; Aydogan Ozcan (CoRR, 2022)

Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks. - Yijie Zhang; Luzhe Huang; Tairan Liu; Keyi Cheng; Kevin de Haan; Yuzhu Li; Bijie Bai; Aydogan Ozcan (CoRR, 2022)

GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency. - Luzhe Huang; Hanlong Chen; Tairan Liu; Aydogan Ozcan (CoRR, 2022)

eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging. - Hanlong Chen; Luzhe Huang; Tairan Liu; Aydogan Ozcan (CoRR, 2023)

Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems. - Luzhe Huang; Jianing Li; Xiaofu Ding; Yijie Zhang; Hanlong Chen; Aydogan Ozcan (CoRR, 2023)

Virtual histological staining of unlabeled autopsy tissue. - Yuzhu Li; Nir Pillar; Jingxi Li; Tairan Liu; Di Wu; Songyu Sun; Guangdong Ma; Kevin de Haan; Luzhe Huang; Sepehr Hamidi; Anatoly Urisman; Tal Keidar Haran; et al. (CoRR, 2023)

Self-supervised learning of hologram reconstruction using physics consistency. - Luzhe Huang; Hanlong Chen; Tairan Liu; Aydogan Ozcan (Nat. Mac. Intell., 2023)

Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data. - Michael John Fanous; Paloma Casteleiro Costa; Çagatay Isil; Luzhe Huang; Aydogan Ozcan (CoRR, 2024)

Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology. - Luzhe Huang; Yuzhu Li; Nir Pillar; Tal Keidar Haran; William Dean Wallace; Aydogan Ozcan (CoRR, 2024)

Multi-scale Conditional Generative Modeling for Microscopic Image Restoration. - Luzhe Huang; Xiongye Xiao; Shixuan Li; Jiawen Sun; Yi Huang; Aydogan Ozcan; Paul Bogdan (CoRR, 2024)

Unidirectional imaging with partially coherent light. - Guangdong Ma; Che-Yung Shen; Jingxi Li; Luzhe Huang; Çagatay Isil; F. Onuralp Ardic; Xilin Yang; Yuhang Li; Yuntian Wang; Md Sadman Sakib Rahman; Aydogan Ozcan (CoRR, 2024)

Super-resolved virtual staining of label-free tissue using diffusion models. - Yijie Zhang; Luzhe Huang; Nir Pillar; Yuzhu Li; Hanlong Chen; Aydogan Ozcan (CoRR, 2024)

Multi-scale Generative Modeling for Fast Sampling. - Xiongye Xiao; Shixuan Li; Luzhe Huang; Gengshuo Liu; Trung-Kien Nguyen; Yi Huang; Di Chang; Mykel J. Kochenderfer; Paul Bogdan (CoRR, 2024)

Virtual Staining of Label-Free Tissue in Imaging Mass Spectrometry. - Yijie Zhang; Luzhe Huang; Nir Pillar; Yuzhu Li; Lukasz G. Migas; Raf Van de Plas; Jeffrey M. Spraggins; Aydogan Ozcan (CoRR, 2024)

Computational Microscopy with Generalizable and Reliable Artificial Intelligence - Luzhe Huang (2024)

Snapshot multi-spectral imaging through defocusing and a Fourier imager network. - Xilin Yang; Michael John Fanous; Hanlong Chen; Ryan Lee; Paloma Casteleiro Costa; Yuhang Li; Luzhe Huang; Yijie Zhang; Aydogan Ozcan (CoRR, 2025)