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Ryan Jacobs

Accelerating Domain-Aware Electron Microscopy Analysis Using Deep Learning Models with Synthetic Data and Image-Wide Confidence Scoring
Evaluation of Human-Bias in Labeling of Ambiguous Features in Electron Microscopy Machine Learning Models
Materials swelling revealed through automated semantic segmentation of cavities in electron microscopy images
Performance and limitations of deep learning semantic segmentation of multiple defects in transmission electron micrographs
Real-time, On-Microscope Automated Quantification of Features in Microcopy Experiments Using Machine Learning and Edge Computing
Development and deployment of automated machine learning detection in electron microcopy experiments
Performance, successes and limitations of deep learning semantic segmentation of multiple defects in transmission electron micrographs

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