PhaseStain: Digital staining of label-free quantitative phase microscopy
images using deep learning

PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning

20 July 2018

Tairan Liu

Papers citing "PhaseStain: Digital staining of label-free quantitative phase microscopy images using deep learning"

19 / 19 papers shown

Title
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains Shikha Dubey Yosep Chong Beatrice Knudsen Shireen Y. Elhabian VLM 46 7 0 26 Jul 2024
StainDiffuser: MultiTask Dual Diffusion Model for Virtual Staining Tushar Kataria Beatrice Knudsen Shireen Y. Elhabian DiffM MedIm 32 9 0 17 Mar 2024
$Multiplane Quantitative Phase Imaging Using a Wavelength-Multiplexed Diffractive Optical Processor$ 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 41 4 0 16 Mar 2024
Digital staining in optical microscopy using deep learning -- a review Lucas Kreiss Shaowei Jiang Xiang Li Shiqi Xu Kevin C Zhou ... Seung Ah Lee G. Zheng Kyle J. Lafata O. Friedrich R. Horstmeyer 56 14 0 14 Mar 2023
Deep Learning-enabled Virtual Histological Staining of Biological Samples Bijie Bai Xilin Yang Yuzhu Li Yijie Zhang N. Pillar Aydogan Ozcan 32 153 0 13 Nov 2022
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 31 41 0 17 Sep 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 MedIm 25 28 0 14 Jul 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 22 19 0 06 Jul 2022
From Hours to Seconds: Towards 100x Faster Quantitative Phase Imaging via Differentiable Microscopy Udith Haputhanthri Kithmini Herath Ramith Hettiarachchi Hasindu Kariyawasam Azeem Ahmad B. Ahluwalia Chamira U. S. Edussooriya D. Wadduwage 26 2 0 23 May 2022
Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning Bijie Bai Hongda Wang Yuzhu Li Kevin de Haan Francesco Colonnese ... M. Darrow E. Kamangar Han Sung Lee Y. Rivenson Aydogan Ozcan 19 50 0 08 Dec 2021
A generative adversarial approach to facilitate archival-quality histopathologic diagnoses from frozen tissue sections Kianoush Falahkheirkhah Tao Guo Michael J. Hwang P. Tamboli C. Wood J. Karam K. Sircar Rohit Bhargava MedIm 17 12 0 24 Aug 2021
$Scale-, shift- and rotation-invariant diffractive optical networks$ Scale-, shift- and rotation-invariant diffractive optical networks Deniz Mengu Y. Rivenson Aydogan Ozcan 52 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
Single-shot autofocusing of microscopy images using deep learning Yilin Luo Luzhe Huang Y. Rivenson Aydogan Ozcan 33 63 0 21 Mar 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 19 123 0 20 Jan 2020
$Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks$ Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks Yilin Luo Deniz Mengu N. Yardimci Y. Rivenson Muhammed Veli Mona Jarrahi Aydogan Ozcan 27 207 0 14 Sep 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
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 334 10,621 0 19 Feb 2017