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Picture for Kenneth W. Dunn

Convolutional Neural Network Denoising in Fluorescence Lifetime Imaging Microscopy (FLIM)


Mar 07, 2021
Varun Mannam, Yide Zhang, Xiaotong Yuan, Takashi Hato, Pierre C. Dagher, Evan L. Nichols, Cody J. Smith, Kenneth W. Dunn, Scott Howard

* SPIE Proceedings Volume 11648, Multiphoton Microscopy in the Biomedical Sciences XXI; 116481C (2021) 

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Center-Extraction-Based Three Dimensional Nuclei Instance Segmentation of Fluorescence Microscopy Images


Sep 13, 2019
David Joon Ho, Shuo Han, Chichen Fu, Paul Salama, Kenneth W. Dunn, Edward J. Delp

* Presented at the IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI 2019) 

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Three dimensional blind image deconvolution for fluorescence microscopy using generative adversarial networks


Apr 19, 2019
Soonam Lee, Shuo Han, Paul Salama, Kenneth W. Dunn, Edward J. Delp

* IEEE International Symposium on Biomedical Imaging (ISBI) 2019 

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Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation


Apr 21, 2018
Chichen Fu, Soonam Lee, David Joon Ho, Shuo Han, Paul Salama, Kenneth W. Dunn, Edward J. Delp

* Accepted by CVPR Workshop on Computer Vision for Microscopy Image Analysis (CVMI) 

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Tubule segmentation of fluorescence microscopy images based on convolutional neural networks with inhomogeneity correction


Feb 10, 2018
Soonam Lee, Chichen Fu, Paul Salama, Kenneth W. Dunn, Edward J. Delp

* IS&T International Symposium on Electronic Imaging 2018 

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