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Matthew Guay
Matthew Guay
Postdoctoral Fellow, NIBIB
Geverifieerd e-mailadres voor nih.gov - Homepage
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Compressed sensing electron tomography for determining biological structure
MD Guay, W Czaja, MA Aronova, RD Leapman
Scientific reports 6 (1), 27614, 2016
392016
Dense cellular segmentation for EM using 2D–3D neural network ensembles
MD Guay, ZAS Emam, AB Anderson, MA Aronova, ID Pokrovskaya, ...
Scientific reports 11 (1), 2561, 2021
242021
Designing deep neural networks to automate segmentation for serial block-face electron microscopy
M Guay, Z Emam, A Anderson, R Leapman
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018
72018
Exploring deep neural network architectures for automated electron micrograph segmentation
MD Guay, ZA Emam, AB Anderson, RD Leapman
Biophysical Journal 114 (3), 343a, 2018
22018
Sparse signal representation in digital and biological systems
M Guay
University of Maryland, College Park, 2016
12016
Combined use of serial block face SEM and focused ion beam SEM elucidates the 3D ultrastructure of blood platelets and thrombi
MA Aronova, DR Cruz, DJ Palumbo, RR Akkem, ZA Emam, MD Guay, ...
Biophysical Journal 121 (3), 149a, 2022
2022
Neural Modeling of Eukaryotic Cell Ultrastructure Obtained from 3D Electron Microscopy
MD Guay, R Cheng, ZA Emam, RD Leapman
Biophysical Journal 118 (3), 293a, 2020
2020
Comparison of Techniques for Fine Alignment of Image Stacks in Serial Block-Face Electron Microscopy
Q He, M Guay, G Zhang, RD Leapman
Microscopy and Microanalysis 25 (S2), 148-149, 2019
2019
Two-stage Neural Architecture Search for Microscopy Image Segmentation
M Guay, Z Emam, R Leapman
Microscopy and Microanalysis 25 (S2), 188-189, 2019
2019
Improved Visualization of Structure at the Nano-Scale in Entire Eukaryotic Cells by Fine Alignment of Serial Block Face Sem Image Stacks
Q He, MD Guay, G Zhang, RD Leapman
Biophysical Journal 116 (3), 575a, 2019
2019
Problems and Progress in Automating Electron Microscopy Segmentation
M Guay, Z Emam, R Leapman
Microscopy and Microanalysis 24 (S1), 508-509, 2018
2018
Comparison of 3-D Cellular Imaging Techniques using Scanned Electron Probes
RD Leapman, EL McBride, A Rao, G Zhang, Q He, MD Guay, ...
Microscopy and Microanalysis 23 (S1), 1150-1151, 2017
2017
Compressed Sensing for Electron Tomography
M Guay
2015
Compressed Sensing Methods for Electron Tomography of Cellular Structure
MD Guay, W Czaja, RD Leapman
Biophysical Journal 106 (2), 598a-599a, 2014
2014
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Artikelen 1–14