Concepedia

Deep Learning–Assisted Multiphoton Microscopy to Reduce Light Exposure and Expedite Imaging in Tissues With High and Low Light Sensitivity

Stephen McAleer, Alexander Fast, Yuntian Xue, Magdalene J. Seiler, William C. Tang, Mihaela Balu, Pierre Baldi, Andrew Browne

Translational Vision Science & Technology · 2021 · 17 citations · 28 references

DOIFull text

Open access

Abstract

DL methods will aid in translating 2PEF imaging from benchtop systems to in vivo imaging of light-sensitive tissues such as the retina.

References

28

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.5K citations · Full text

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Image quality assessment: from error visibility to structural similarity

Zhou Wang, Alan C. Bovik, Hamid R. Sheikh et al. · IEEE Transactions on Image Processing · 2004 · 54.1K citations

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

Varun Gulshan, Lily Peng, Marc Coram et al. · JAMA · 2016 · 7.2K citations

Road Extraction by Deep Residual U-Net

Zhengxin Zhang, Qingjie Liu, Yunhong Wang · IEEE Geoscience and Remote Sensing Letters · 2018 · 2.9K citations · Full text

U-Net: deep learning for cell counting, detection, and morphometry

Thorsten Falk, Dominic Mai, Robert Bensch et al. · Nature Methods · 2018 · 2K citations

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