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

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

17 November 2018

Gunvant R. Chaudhari

Papers citing "Cross-modality deep learning brings bright-field microscopy contrast to holography"

13 / 13 papers shown

Title
$Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor$ Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor Che-Yung Shen Jingxi Li Tianyi Gan Yuhang Li Langxing Bai Mona Jarrahi Aydogan Ozcan 51 4 0 16 Mar 2024
Deep Learning-enabled Virtual Histological Staining of Biological Samples Bijie Bai Xilin Yang Yuzhu Li Yijie Zhang N. Pillar Aydogan Ozcan 37 158 0 13 Nov 2022
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 36 41 0 17 Sep 2022
DH-GAN: A Physics-driven Untrained Generative Adversarial Network for 3D Microscopic Imaging using Digital Holography Xiwen Chen Hongya Wang Abofazl Razi M. Kozicki C. Mann DiffM 25 1 0 25 May 2022
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization Hanlong Chen Luzhe Huang Tairan Liu Aydogan Ozcan 21 66 0 22 Apr 2022
$Scale-, shift- and rotation-invariant diffractive optical networks$ Scale-, shift- and rotation-invariant diffractive optical networks Deniz Mengu Y. Rivenson Aydogan Ozcan 62 66 0 24 Oct 2020
Deep learning-based holographic polarization microscopy Tairan Liu Kevin de Haan Bijie Bai Y. Rivenson Yilin Luo ... David Karalli Hongxiang Fu Yibo Zhang John Fitzgerald Aydogan Ozcan MedIm 21 46 0 01 Jul 2020
$Misalignment Resilient Diffractive Optical Networks$ Misalignment Resilient Diffractive Optical Networks Deniz Mengu Yifan Zhao N. Yardimci Y. Rivenson Mona Jarrahi Aydogan Ozcan 23 99 0 23 May 2020
Digital synthesis of histological stains using micro-structured and multiplexed virtual staining of label-free tissue Yijie Zhang Kevin de Haan Y. Rivenson Jingxi Li A. Delis Aydogan Ozcan 19 124 0 20 Jan 2020
Biomimetic Ultra-Broadband Perfect Absorbers Optimised with Reinforcement Learning Wenqi Wei Ling Liu J. Rho 9 52 0 28 Oct 2019
Deep learning-based color holographic microscopy Tairan Liu Zhensong Wei Y. Rivenson Kevin de Haan Yibo Zhang Yichen Wu Aydogan Ozcan GAN MedIm 27 41 0 15 Jul 2019
Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning Yichen Wu Y. Rivenson Hongda Wang Yilin Luo Eyal Ben-David L. Bentolila C. Pritz Aydogan Ozcan MedIm 24 186 0 31 Jan 2019
Deep learning-based super-resolution in coherent imaging systems Tairan Liu Kevin de Haan Y. Rivenson Zhensong Wei Xin Zeng Yibo Zhang Aydogan Ozcan SupR 33 126 0 15 Oct 2018