Kevin de Haan

According to our database, Kevin de Haan authored at least 17 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Label-free evaluation of lung and heart transplant biopsies using virtual staining.

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

CoRR, 2024

Virtual Gram staining of label-free bacteria using darkfield microscopy and deep learning.

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

CoRR, 2024

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, William Dean Wallace, Jonathan E. Zuckerman, Aydogan Ozcan

CoRR, 2023

2022

Computational deep learning microscopy

Kevin de Haan

PhD thesis, 2022

Virtual stain transfer in histology via cascaded deep neural networks.

Xilin Yang, Bijie Bai, Yijie Zhang, Yuzhu Li, Kevin de Haan, 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

2021

Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning.

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

CoRR, 2021

2020

Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy.

Kevin de Haan, Yair Rivenson, Yichen Wu, Aydogan Ozcan

Proc. IEEE, 2020

Automated screening of sickle cells using a smartphone-based microscope and deep learning.

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

npj Digit. Medicine, 2020

Deep learning-based transformation of the H&E stain into special stains improves kidney disease diagnosis.

Kevin de Haan, Yijie Zhang, Tairan Liu, Anthony E. Sisk, Miguel F. P. Diaz, Jonathan E. Zuckerman, Yair Rivenson, W. Dean Wallace, Aydogan Ozcan

CoRR, 2020

Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer.

Zoltan Gorocs, David Baum, Fang Song, Kevin de Haan, Hatice Ceylan Koydemir, Yunzhe Qiu, Zilin Cai, Thamira Skandakumar, Spencer Peterman, Miu Tamamitsu, Aydogan Ozcan

CoRR, 2020

Deep learning-based holographic polarization microscopy.

Tairan Liu, Kevin de Haan, Bijie Bai, Yair Rivenson, Yi Luo, Hongda Wang, David Karalli, Hongxiang Fu, Yibo Zhang, John FitzGerald, Aydogan Ozcan

CoRR, 2020

Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue.

Yijie Zhang, Kevin de Haan, Yair Rivenson, Jingxi Li, Apostolos Delis, Aydogan Ozcan

CoRR, 2020

2019

Deep learning-based color holographic microscopy.

Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan

CoRR, 2019

Resolution enhancement in scanning electron microscopy using deep learning.

Kevin de Haan, Zachary S. Ballard, Yair Rivenson, Yichen Wu, Aydogan Ozcan

CoRR, 2019

2018

Cross-modality deep learning brings bright-field microscopy contrast to holography.

Yichen Wu, Yilin Luo, Gunvant Chaudhari, Yair Rivenson, Ayfer Calis, Kevin de Haan, Aydogan Ozcan

CoRR, 2018

Deep learning-based super-resolution in coherent imaging systems.

Tairan Liu, Kevin de Haan, Yair Rivenson, Zhensong Wei, Xin Zeng, Yibo Zhang, Aydogan Ozcan

CoRR, 2018