Deep-Learning-Based Computational Biomedical Microscopy with Uncertainty Quantification

摘要

I will present several deep learning based computational microscopy techniques including phase microscopy and imaging oximetry. Emphasis will be put on an uncertainty quantification framework for assessing the reliability of these techniques.