Kevin de Haan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Weakly Supervised

Imaging Systems

Resolution Enhancement

Top Venues

npj Digit. Medicine

Publications

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 (2024)
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 (2023)
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 (2022)
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 (2022)
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 (2021)
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 (2020)
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 (2020)
Kevin de Haan, Yair Rivenson, Yichen Wu, Aydogan Ozcan
Deep-Learning-Based Image Reconstruction and Enhancement in Optical Microscopy. Proc. IEEE 108 (1) (2020)
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 (2020)
Kevin de Haan, Hatice Ceylan Koydemir, Yair Rivenson, Derek Tseng, Elizabeth Van Dyne, Lissette Bakic, 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)
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 (2020)
Tairan Liu, Zhensong Wei, Yair Rivenson, Kevin de Haan, Yibo Zhang, Yichen Wu, Aydogan Ozcan
Deep learning-based color holographic microscopy. CoRR (2019)
Kevin de Haan, Zachary S. Ballard, Yair Rivenson, Yichen Wu, Aydogan Ozcan
Resolution enhancement in scanning electron microscopy using deep learning. CoRR (2019)
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 (2018)
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 (2018)