Kevin de Haan
Kevin de Haan
Pictor Labs
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Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning
Y Rivenson, H Wang, Z Wei, K de Haan, Y Zhang, Y Wu, H Günaydın, ...
Nature biomedical engineering 3 (6), 466, 2019
PhaseStain: the digital staining of label-free quantitative phase microscopy images using deep learning
Y Rivenson, T Liu, Z Wei, Y Zhang, K de Haan, A Ozcan
Light: Science & Applications 8 (1), 23, 2019
Deep learning-based transformation of H&E stained tissues into special stains
K de Haan, Y Zhang, JE Zuckerman, T Liu, AE Sisk, MFP Diaz, KY Jen, ...
Nature communications 12 (1), 1-13, 2021
Deep learning-based super-resolution in coherent imaging systems
T Liu, K de Haan, Y Rivenson, Z Wei, X Zeng, Y Zhang, A Ozcan
Scientific reports 9 (1), 1-13, 2019
Bright-field holography: cross-modality deep learning enables snapshot 3D imaging with bright-field contrast using a single hologram
Y Wu, Y Luo, G Chaudhari, Y Rivenson, A Calis, K de Haan, A Ozcan
Light: Science & Applications 8 (1), 25, 2019
Deep-learning-based image reconstruction and enhancement in optical microscopy
K de Haan, Y Rivenson, Y Wu, A Ozcan
Proceedings of the IEEE 108 (1), 30-50, 2019
Resolution enhancement in scanning electron microscopy using deep learning
K de Haan, ZS Ballard, Y Rivenson, Y Wu, A Ozcan
Scientific reports 9 (1), 1-7, 2019
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue
Y Zhang, K de Haan, Y Rivenson, J Li, A Delis, A Ozcan
Light: Science & Applications 9 (1), 78, 2020
Automated screening of sickle cells using a smartphone-based microscope and deep learning
K de Haan, H Ceylan Koydemir, Y Rivenson, D Tseng, E Van Dyne, ...
NPJ digital medicine 3 (1), 76, 2020
Biopsy-free in vivo virtual histology of skin using deep learning
J Li, J Garfinkel, X Zhang, D Wu, Y Zhang, K De Haan, H Wang, T Liu, ...
Light: Science & Applications 10 (1), 233, 2021
Deep learning‐based color holographic microscopy
T Liu, Z Wei, Y Rivenson, K de Haan, Y Zhang, Y Wu, A Ozcan
Journal of biophotonics 12 (11), e201900107, 2019
Deep learning-based holographic polarization microscopy
T Liu, K de Haan, B Bai, Y Rivenson, Y Luo, H Wang, D Karalli, H Fu, ...
ACS Photonics 7 (11), 3023-3034, 2020
Systems and methods for deep learning microscopy
A Ozcan, Y Rivenson, H Wang, H Gunaydin, K De Haan
US Patent 11,222,415, 2022
Early detection of E. coli and total coliform using an automated, colorimetric and fluorometric fiber optics-based device
S Tok, K de Haan, D Tseng, CF Usanmaz, HC Koydemir, A Ozcan
Lab on a Chip 19 (17), 2925-2935, 2019
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning
B Bai, H Wang, Y Li, K de Haan, F Colonnese, Y Wan, J Zuo, NB Doan, ...
BME Frontiers 2022, 2022
Phenotypic Analysis of Microalgae Populations Using Label-Free Imaging Flow Cytometry and Deep Learning
C Işıl, K de Haan, Z Göröcs, HC Koydemir, S Peterman, D Baum, ...
ACS Photonics 8 (4), 1232-1242, 2021
Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer
Z Göröcs, D Baum, F Song, K de Haan, HC Koydemir, Y Qiu, Z Cai, ...
Lab on a Chip 20 (23), 4404-4412, 2020
Virtual stain transfer in histology via cascaded deep neural networks
X Yang, B Bai, Y Zhang, Y Li, K de Haan, T Liu, A Ozcan
ACS Photonics 9 (9), 3134-3143, 2022
Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks
Y Zhang, L Huang, T Liu, K Cheng, K de Haan, Y Li, B Bai, A Ozcan
Intelligent Computing, 2022
Bead-based multiplex detection of dengue biomarkers in a portable imaging device
X Yuan, S Garg, K De Haan, FA Fellouse, A Gopalsamy, J Tykvart, ...
Biomedical Optics Express 11 (11), 6154-6167, 2020
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