Isotropic reconstruction of 3D fluorescence microscopy images using
convolutional neural networks

Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks

5 April 2017

Papers citing "Isotropic reconstruction of 3D fluorescence microscopy images using convolutional neural networks"

12 / 12 papers shown

Title
DeepContrast: Deep Tissue Contrast Enhancement using Synthetic Data Degradations and OOD Model Predictions N. P. Martins Y. Kalaidzidis M. Zerial Florian Jug MedIm 31 0 0 16 Aug 2023
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 21 7 0 21 Jun 2023
Self-supervised arbitrary scale super-resolution framework for anisotropic MRI Haonan Zhang Yuhan Zhang Qing Wu Jiangjie Wu Z. Zhen Feng Shi Jianmin Yuan Hongjiang Wei Chen Liu Yuyao Zhang 33 9 0 02 May 2023
Generalizable Denoising of Microscopy Images using Generative Adversarial Networks and Contrastive Learning Félix Fuentes-Hurtado J. Sibarita V. Viasnoff DiffM MedIm 30 2 0 27 Mar 2023
μSplit: efficient image decomposition for microscopy data Ashesh Ashesh Alexander Krull M. D. Sante F. Pasqualini Florian Jug 35 4 0 23 Nov 2022
Spatially-Variant CNN-based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy Adrian Shajkofci M. Liebling 25 43 0 08 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 44 79 0 17 Sep 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 30 17 0 09 Apr 2020
Probabilistic Noise2Void: Unsupervised Content-Aware Denoising Alexander Krull Tomáš Vičar Florian Jug DiffM 25 165 0 03 Jun 2019
Blind Deconvolution Microscopy Using Cycle Consistent CNN with Explicit PSF Layer Sungjun Lim Sang-Eun Lee Sunghoe Chang J. C. Ye 17 9 0 05 Apr 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
Noise2Void - Learning Denoising from Single Noisy Images Alexander Krull T. Buchholz Florian Jug 31 1,088 0 27 Nov 2018