Deep learning-based virtual histology staining using auto-fluorescence
of label-free tissue

Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue

30 March 2018

Harun Günaydın

Papers citing "Deep learning-based virtual histology staining using auto-fluorescence of label-free tissue"

18 / 18 papers shown

Title
VIMs: Virtual Immunohistochemistry Multiplex staining via Text-to-Stain Diffusion Trained on Uniplex Stains Shikha Dubey Yosep Chong Beatrice S. Knudsen Shireen Elhabian VLM 21 5 0 26 Jul 2024
Hierarchical Uncertainty Exploration via Feedforward Posterior Trees E. Nehme Rotem Mulayoff T. Michaeli UQCV 36 2 0 24 May 2024
Uncertainty Visualization via Low-Dimensional Posterior Projections Omer Yair E. Nehme T. Michaeli UQCV 32 2 0 12 Dec 2023
Deep Learning-enabled Virtual Histological Staining of Biological Samples Bijie Bai Xilin Yang Yuzhu Li Yijie Zhang N. Pillar Aydogan Ozcan 24 150 0 13 Nov 2022
Self-supervised learning of hologram reconstruction using physics consistency Luzhe Huang Hanlong Chen Tairan Liu Aydogan Ozcan DiffM SSL 23 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 20 27 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 14 19 0 06 Jul 2022
Improving Unsupervised Stain-To-Stain Translation using Self-Supervision and Meta-Learning Nassim Bouteldja B. Klinkhammer Tarek Schlaich P. Boor Dorit Merhof MedIm 29 20 0 16 Dec 2021
spectrai: A deep learning framework for spectral data C. Horgan Mads S. Bergholt VLM 13 4 0 17 Aug 2021
$Scale-, shift- and rotation-invariant diffractive optical networks$ Scale-, shift- and rotation-invariant diffractive optical networks Deniz Mengu Y. Rivenson Aydogan Ozcan 44 65 0 24 Oct 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
Physics-enhanced machine learning for virtual fluorescence microscopy Colin L. Cooke Fanjie Kong A. Chaware Kevin C Zhou Kanghyun Kim Rong Xu D. Ando Samuel J. Yang P. C. Konda R. Horstmeyer AI4CE 19 17 0 09 Apr 2020
Single-shot autofocusing of microscopy images using deep learning Yilin Luo Luzhe Huang Y. Rivenson Aydogan Ozcan 18 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 11 123 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 17 207 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 11 41 0 15 Jul 2019
GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis Zhaoyang Xu Xingru Huang C. F. Moro B. Bozóky Qianni Zhang 11 82 0 13 Jan 2019
Virtualization of tissue staining in digital pathology using an unsupervised deep learning approach Amal Lahiani J. Gildenblat I. Klaman Shadi Albarqouni Nassir Navab Eldad Klaiman 11 25 0 15 Oct 2018