Next generation tools for smart electron microscopy
Name
sawmya-shashata-sm-eecs-2024-thesis.pdf
Description
Thesis PDF
Size
50.73 MB
Format
Adobe PDF
Checksum (MD5)
a52c7712092d517420841af57a3aa57b
Author(s)
Sawmya, Shashata
Advisor(s)
Shavit, Nir N.
Date Issued
May 2024
Publisher
Massachusetts Institute of Technology
Abstract
Smart Electron Microscopy (SmartEM) is a new generation EM imaging technology that promises to revolutionize microscopy. In this research, we explore the integration of advanced techniques to enhance this technology further. These include alternative characterization of high-resolution rescanning, cutting-edge vision models, incorporation of 3D information and vision transformers for improved neuronal segmentation and pipeline speedup. Our goal is to develop tools that improve the existing SmartEM pipeline, making it more versatile and effective for deployment in various practical settings.
MIT Department
Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
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Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
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