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ORCIDLuzhe Huang
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2020 – today
- 2024
[i15]Michael John Fanous, Paloma Casteleiro Costa, Çagatay Isil, Luzhe Huang, Aydogan Ozcan:
Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data. CoRR abs/2403.14324 (2024)- [i14]Luzhe Huang, Yuzhu Li, Nir Pillar, Tal Keidar Haran, William Dean Wallace, Aydogan Ozcan:
Autonomous Quality and Hallucination Assessment for Virtual Tissue Staining and Digital Pathology. CoRR abs/2404.18458 (2024) - [i13]Luzhe Huang, Xiongye Xiao, Shixuan Li, Jiawen Sun, Yi Huang, Aydogan Ozcan, Paul Bogdan:
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration. CoRR abs/2407.05259 (2024) - [i12]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:
Unidirectional imaging with partially coherent light. CoRR abs/2408.05449 (2024) - 2023
- [j2]Luzhe Huang, Hanlong Chen, Tairan Liu
, Aydogan Ozcan:
Self-supervised learning of hologram reconstruction using physics consistency. Nat. Mac. Intell. 5(8): 895-907 (2023) - [i11]Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan:
eFIN: Enhanced Fourier Imager Network for generalizable autofocusing and pixel super-resolution in holographic imaging. CoRR abs/2301.03162 (2023) - [i10]Luzhe Huang, Jianing Li, Xiaofu Ding, Yijie Zhang, Hanlong Chen, Aydogan Ozcan:
Cycle Consistency-based Uncertainty Quantification of Neural Networks in Inverse Imaging Problems. CoRR abs/2305.12852 (2023) - [i9]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, William Dean Wallace, Jonathan E. Zuckerman, Aydogan Ozcan:
Virtual histological staining of unlabeled autopsy tissue. CoRR abs/2308.00920 (2023) - 2022
- [i8]Luzhe Huang, Xilin Yang, Tairan Liu, Aydogan Ozcan:
Few-shot Transfer Learning for Holographic Image Reconstruction using a Recurrent Neural Network. CoRR abs/2201.11333 (2022) - [i7]Hanlong Chen, Luzhe Huang, Tairan Liu, Aydogan Ozcan:
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization. CoRR abs/2204.10533 (2022) - [i6]Yijie Zhang, Luzhe Huang, Tairan Liu, Keyi Cheng, Kevin de Haan, Yuzhu Li, Bijie Bai, Aydogan Ozcan:
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks. CoRR abs/2207.02946 (2022) - [i5]Luzhe Huang, Hanlong Chen, Tairan Liu, Aydogan Ozcan:
GedankenNet: Self-supervised learning of hologram reconstruction using physics consistency. CoRR abs/2209.08288 (2022) - 2021
- [i4]Luzhe Huang, Tairan Liu, Xilin Yang, Yi Luo, Yair Rivenson, Aydogan Ozcan:
Holographic image reconstruction with phase recovery and autofocusing using recurrent neural networks. CoRR abs/2102.12281 (2021) - 2020
- [i3]Yilin Luo, Luzhe Huang, Yair Rivenson, Aydogan Ozcan:
Single-shot autofocusing of microscopy images using deep learning. CoRR abs/2003.09585 (2020) - [i2]Luzhe Huang, Yilin Luo, Yair Rivenson, Aydogan Ozcan:
Recurrent neural network-based volumetric fluorescence microscopy. CoRR abs/2010.10781 (2020) - [i1]Xilin Yang, Luzhe Huang, Yilin Luo, Yichen Wu, Hongda Wang, Yair Rivenson, Aydogan Ozcan:
Deep learning-based virtual refocusing of images using an engineered point-spread function. CoRR abs/2012.11892 (2020)
2010 – 2019
- 2019
- [j1]Luzhe Huang, Yiming Fu, Ruixiang Chen, Shanshan Yang, Haixia Qiu, Xining Wu, Shiyong Zhao, Ying Gu, Peng Li:
SNR-Adaptive OCT Angiography Enabled by Statistical Characterization of Intensity and Decorrelation With Multi-Variate Time Series Model. IEEE Trans. Medical Imaging 38(11): 2695-2704 (2019)
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