AI-Based Quantification of Electron Microscopy Data

Abstract
Electron microscopy (EM) is an imaging modality that has vast potential for becoming one of the primary beneficiaries of the advance of machine learning. In my talk I will first introduce to you this imaging modality and provide a few examples of data quantification needs. Next, I will describe our recent developments that enabled applying machine learning methodology to our in-house data and preliminary results of the mitochondria quantification project. Finally, I will share with you my ideas about potential directions for future research.

 

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