Deep learning microscopy
Rivenson, Yair, Göröcs, Zoltán, Günaydin, Harun, Zhang, Yibo, Wang, Hongda, Ozcan, Aydogan
Published in Optica (20.11.2017)
Published in Optica (20.11.2017)
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Journal Article
Extended depth-of-field in holographic imaging using deep-learning-based autofocusing and phase recovery
Wu, Yichen, Rivenson, Yair, Zhang, Yibo, Wei, Zhensong, Günaydin, Harun, Lin, Xing, Ozcan, Aydogan
Published in Optica (20.06.2018)
Published in Optica (20.06.2018)
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Journal Article
Virtual histological staining of unlabelled tissue-autofluorescence images via deep learning
Rivenson, Yair, Wang, Hongda, Wei, Zhensong, de Haan, Kevin, Zhang, Yibo, Wu, Yichen, Günaydın, Harun, Zuckerman, Jonathan E., Chong, Thomas, Sisk, Anthony E., Westbrook, Lindsey M., Wallace, W. Dean, Ozcan, Aydogan
Published in Nature biomedical engineering (01.06.2019)
Published in Nature biomedical engineering (01.06.2019)
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Journal Article
Deep Learning Enhanced Mobile-Phone Microscopy
Rivenson, Yair, Ceylan Koydemir, Hatice, Wang, Hongda, Wei, Zhensong, Ren, Zhengshuang, Günaydın, Harun, Zhang, Yibo, Göröcs, Zoltán, Liang, Kyle, Tseng, Derek, Ozcan, Aydogan
Published in ACS photonics (20.06.2018)
Published in ACS photonics (20.06.2018)
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Journal Article
Deep learning enables cross-modality super-resolution in fluorescence microscopy
Wang, Hongda, Rivenson, Yair, Jin, Yiyin, Wei, Zhensong, Gao, Ronald, Günaydın, Harun, Bentolila, Laurent A., Kural, Comert, Ozcan, Aydogan
Published in Nature methods (01.01.2019)
Published in Nature methods (01.01.2019)
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Journal Article
Non-Iterative Holographic Image Reconstruction and Phase Retrieval Using a Deep Convolutional Neural Network
Rivenson, Yair, Zhang, Yibo, Gunaydin, Harun, Teng, Da, Ozean, Aydogan
Published in 2018 Conference on Lasers and Electro-Optics (CLEO) (01.05.2018)
Published in 2018 Conference on Lasers and Electro-Optics (CLEO) (01.05.2018)
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Conference Proceeding
Deep Learning Microscopy: Enhancing Resolution, Field-of-View and Depth-of-Field of Optical Microscopy Images Using Neural Networks
Rivenson, Yair, Gorocs, Zoltan, Gunaydin, Harun, Zhang, Yibo, Wang, Hongda, Ozcan, Aydogan
Published in 2018 Conference on Lasers and Electro-Optics (CLEO) (01.05.2018)
Published in 2018 Conference on Lasers and Electro-Optics (CLEO) (01.05.2018)
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Conference Proceeding
Cross-Modality Deep Learning Achieves Super-Resolution in Fluorescence Microscopy
Wang, Hongda, Rivenson, Yair, Jin, Yiyin, Wei, Zhensong, Gao, Ronald, Gunaydin, Harun, Bentolila, Laurent A., Kural, Comert, Ozcan, Aydogan
Published in 2019 Conference on Lasers and Electro-Optics (CLEO) (01.05.2019)
Published in 2019 Conference on Lasers and Electro-Optics (CLEO) (01.05.2019)
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Conference Proceeding
Generative Adversarial Networks Enable Cross-Modality Super-Resolution in Fluorescence Microscopy
Wang, Hongda, Rivenson, Yair, Jin, Yiyin, Wei, Zhensong, Gao, Ronald, Günaydın, Harun, Bentolila, Laurent A., Kural, Comert, Ozcan, Aydogan
Published in Microscopy and microanalysis (01.08.2019)
Published in Microscopy and microanalysis (01.08.2019)
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Journal Article
Method and system for phase recovery and holographic image reconstruction using a neural network
Wu, Yichen, Zhang, Yibo, Ozcan, Aydogan, Rivenson, Yair, Gunaydin, Harun
Year of Publication 29.11.2022
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Year of Publication 29.11.2022
Patent
Phase recovery and holographic image reconstruction using deep learning in neural networks
Rivenson, Yair, Zhang, Yibo, Gunaydin, Harun, Teng, Da, Ozcan, Aydogan
Published in arXiv.org (10.05.2017)
Published in arXiv.org (10.05.2017)
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Paper
Journal Article
SYSTEMS AND METHODS FOR DEEP LEARNING MICROSCOPY
Wang, Hongda, de Haan, Kevin, Ozcan, Aydogan, Rivenson, Yair, Gunaydin, Harun
Year of Publication 14.04.2022
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Year of Publication 14.04.2022
Patent
Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue
Rivenson, Yair, Wang, Hongda, Zhensong Wei, Zhang, Yibo, Gunaydin, Harun, Ozcan, Aydogan
Published in arXiv.org (30.03.2018)
Published in arXiv.org (30.03.2018)
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Paper
Journal Article
Extended depth-of-field in holographic image reconstruction using deep learning based auto-focusing and phase-recovery
Wu, Yichen, Rivenson, Yair, Zhang, Yibo, Zhensong Wei, Gunaydin, Harun, Lin, Xing, Ozcan, Aydogan
Published in arXiv.org (21.03.2018)
Published in arXiv.org (21.03.2018)
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Paper
Journal Article
Systems and methods for deep learning microscopy
Wang, Hongda, de Haan, Kevin, Ozcan, Aydogan, Rivenson, Yair, Gunaydin, Harun
Year of Publication 11.01.2022
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Year of Publication 11.01.2022
Patent
METHOD AND SYSTEM FOR PHASE RECOVERY AND HOLOGRAPHIC IMAGE RECONSTRUCTION USING A NEURAL NETWORK
Wu, Yichen, Zhang, Yibo, Ozcan, Aydogan, Rivenson, Yair, Gunaydin, Harun
Year of Publication 26.09.2019
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Year of Publication 26.09.2019
Patent
Deep Learning Microscopy
Rivenson, Yair, Gorocs, Zoltan, Gunaydin, Harun, Zhang, Yibo, Wang, Hongda, Ozcan, Aydogan
Published in arXiv.org (12.05.2017)
Published in arXiv.org (12.05.2017)
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Paper
Journal Article
Deep learning enhanced mobile-phone microscopy
Rivenson, Yair, Hatice Ceylan Koydemir, Wang, Hongda, Zhensong Wei, Ren, Zhengshuang, Gunaydin, Harun, Zhang, Yibo, Gorocs, Zoltan, Liang, Kyle, Tseng, Derek, Ozcan, Aydogan
Published in arXiv.org (12.12.2017)
Published in arXiv.org (12.12.2017)
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Paper
Journal Article
SYSTEMS AND METHODS FOR DEEP LEARNING MICROSCOPY
Wang, Hongda, de Haan, Kevin, Ozcan, Aydogan, Rivenson, Yair, Gunaydin, Harun
Year of Publication 31.10.2019
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Year of Publication 31.10.2019
Patent