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Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning

31 January 2019

Papers citing "Three-dimensional virtual refocusing of fluorescence microscopy images using deep learning"

21 / 21 papers shown

Title
Neural Network-Based Processing and Reconstruction of Compromised Biophotonic Image Data M. Fanous Paloma Casteleiro Costa Çaǧatay Işıl Luzhe Huang Aydogan Ozcan 111 6 0 21 Mar 2024
DiffuseIR:Diffusion Models For Isotropic Reconstruction of 3D Microscopic Images Mingjie Pan Yulu Gan Fangxu Zhou Jiaming Liu Aimin Wang Shanghang Zhang Dawei Li MedIm DiffM 99 9 0 21 Jun 2023
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 76 22 0 06 Jul 2022
$Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks$ Diffractive Interconnects: All-Optical Permutation Operation Using Diffractive Networks Deniz Mengu Yifan Zhao Anika Tabassum Mona Jarrahi Aydogan Ozcan 102 24 0 21 Jun 2022
NeuRegenerate: A Framework for Visualizing Neurodegeneration S. Boorboor Shawn Mathew M. Ananth D. Talmage L. Role Arie Kaufman MedIm 84 3 0 02 Feb 2022
Defocus Deblur Microscopy via Head-to-Tail Cross-scale Fusion Jiahe Wang Boran Han 71 3 0 08 Jan 2022
Deep learning-based virtual refocusing of images using an engineered point-spread function Xilin Yang Luzhe Huang Yilin Luo Yichen Wu Hongda Wang Y. Rivenson Aydogan Ozcan 69 18 0 22 Dec 2020
Neural network-based on-chip spectroscopy using a scalable plasmonic encoder Calvin Brown Artem Goncharov Zachary S. Ballard M. Fordham Ashley Clemens Yunzhe Qiu Y. Rivenson Aydogan Ozcan 36 55 0 01 Dec 2020
Blind deblurring for microscopic pathology images using deep learning networks Cheng Jiang Jun Liao Pei Dong Zhaoxuan Ma De Cai G. Zheng Yueping Liu H. Bu Jianhua Yao MedIm 36 10 0 24 Nov 2020
Augmented Equivariant Attention Networks for Microscopy Image Reconstruction Yaochen Xie Yuchen Ding Shuiwang Ji 52 1 0 06 Nov 2020
$Scale-, shift- and rotation-invariant diffractive optical networks$ Scale-, shift- and rotation-invariant diffractive optical networks Deniz Mengu Y. Rivenson Aydogan Ozcan 127 68 0 24 Oct 2020
Recurrent neural network-based volumetric fluorescence microscopy Luzhe Huang Yilin Luo Y. Rivenson Aydogan Ozcan MedIm 3DV 105 34 0 21 Oct 2020
Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy Adrian Shajkofci M. Liebling 88 47 0 08 Oct 2020
Free annotated data for deep learning in microscopy? A hitchhiker's guide Adrian Shajkofci M. Liebling 34 3 0 08 Oct 2020
Global Voxel Transformer Networks for Augmented Microscopy Zhengyang Wang Yaochen Xie Shuiwang Ji ViT 48 39 0 05 Aug 2020
$Terahertz Pulse Shaping Using Diffractive Surfaces$ Terahertz Pulse Shaping Using Diffractive Surfaces Muhammed Veli Deniz Mengu N. Yardimci Yilin Luo Jingxi Li Y. Rivenson Mona Jarrahi Aydogan Ozcan 85 4 0 30 Jun 2020
Learning to Model and Calibrate Optics via a Differentiable Wave Optics Simulator J. Page Paolo Favaro OOD 63 7 0 18 May 2020
Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images Josué Page Vizcaíno Federico Saltarin Y. Belyaev R. Lyck Paolo Favaro 3DV 48 34 0 24 Mar 2020
Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable components Chen Miao Shaohua Ma 57 0 0 23 Mar 2020
Single-shot autofocusing of microscopy images using deep learning Yilin Luo Luzhe Huang Y. Rivenson Aydogan Ozcan 105 65 0 21 Mar 2020
Rapid Whole Slide Imaging via Learning-based Two-shot Virtual Autofocusing Qiang Li Xianming Liu Kyong Chol Han Cheng Guo Xiangyang Ji Xiaolin Wu 39 2 0 14 Mar 2020