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2020 – today
- 2024
[i14]Çagatay Isil, Hatice Ceylan Koydemir, Merve Eryilmaz, Kevin de Haan, Nir Pillar, Koray Mentesoglu, Aras Firat Unal, Yair Rivenson, Sukantha Chandrasekaran, Omai B. Garner, Aydogan Ozcan:
Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning. CoRR abs/2407.12337 (2024)- [i13]Yuzhu Li, Nir Pillar, Tairan Liu, Guangdong Ma, Yuxuan Qi, Kevin de Haan, Yijie Zhang, Xilin Yang, Adrian J. Correa, Guangqian Xiao, Kuang-Yu Jen, Kenneth A. Iczkowski, Yulun Wu, William Dean Wallace, Aydogan Ozcan:
Label-free evaluation of lung and heart transplant biopsies using virtual staining. CoRR abs/2409.05255 (2024) - 2023
- [i12]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
- [b1]Kevin de Haan:
Computational deep learning microscopy. University of California, Los Angeles, USA, 2022 - [i11]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) - [i10]Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Kevin de Haan, Tairan Liu, Aydogan Ozcan:
Virtual stain transfer in histology via cascaded deep neural networks. CoRR abs/2207.06578 (2022) - 2021
- [i9]Bijie Bai, Hongda Wang, Yuzhu Li, Kevin de Haan, Francesco Colonnese, Yujie Wan, Jingyi Zuo, Ngan B. Doan, Xiaoran Zhang, Yijie Zhang, Jingxi Li, Wenjie Dong, Morgan Angus Darrow, Elham Kamangar, Han Sung Lee, Yair Rivenson, Aydogan Ozcan:
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning. CoRR abs/2112.05240 (2021) - 2020
- [j2]Kevin de Haan, Hatice Ceylan Koydemir
, Yair Rivenson, Derek Tseng, Elizabeth Van Dyne, Lissette Bakic, Kerim Doruk Karinca, Kyle Liang, Megha Ilango, Esin Gumustekin, Aydogan Ozcan:
Automated screening of sickle cells using a smartphone-based microscope and deep learning. npj Digit. Medicine 3 (2020) - [j1]Kevin de Haan, Yair Rivenson, Yichen Wu, Aydogan Ozcan:
Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy. Proc. IEEE 108(1): 30-50 (2020) - [i8]Yijie Zhang, Kevin de Haan, Yair Rivenson, Jingxi Li, Apostolos Delis, Aydogan Ozcan:
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue. CoRR abs/2001.07267 (2020) - [i7]Tairan Liu, Kevin de Haan, Bijie Bai, Yair Rivenson, Yi Luo, Hongda Wang, David Karalli, Hongxiang Fu, Yibo Zhang, John FitzGerald, Aydogan Ozcan:
Deep learning-based holographic polarization microscopy. CoRR abs/2007.00741 (2020) - [i6]Zoltan Gorocs, David Baum, Fang Song, Kevin de Haan, Hatice Ceylan Koydemir, Yunzhe Qiu, Zilin Cai, Thamira Skandakumar, Spencer Peterman, Miu Tamamitsu, Aydogan Ozcan:
Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer. CoRR abs/2007.10795 (2020) - [i5]Kevin de Haan, Yijie Zhang, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Jonathan E. Zuckerman, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan:
Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis. CoRR abs/2008.08871 (2020)
2010 – 2019
- 2019
- [i4]Kevin de Haan, Zachary S. Ballard, Yair Rivenson, Yichen Wu, Aydogan Ozcan:
Resolution enhancement in scanning electron microscopy using deep learning. CoRR abs/1901.11094 (2019) - [i3]Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan:
Deep learning-based color holographic microscopy. CoRR abs/1907.06727 (2019) - 2018
- [i2]Tairan Liu, Kevin de Haan, Yair Rivenson, Zhensong Wei, Xin Zeng, Yibo Zhang, Aydogan Ozcan:
Deep learning-based super-resolution in coherent imaging systems. CoRR abs/1810.06611 (2018) - [i1]Yichen Wu, Yilin Luo, Gunvant Chaudhari, Yair Rivenson, Ayfer Calis, Kevin de Haan, Aydogan Ozcan:
Cross-modality deep learning brings bright-field microscopy contrast to holography. CoRR abs/1811.07103 (2018)
Coauthor Index
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