研究開始時の研究の概要 |
Cryo-electron microscopy (cryo-EM) has become an essential tool for studying the atomic structure of proteins. However, the technique remains quite challenging for inexperienced users. In this project, we will develop deep learning-based AI-automation methods that will transform the electron microscope into an intelligent imaging system and will help researchers to achieve high quality results faster, and with less struggle. We will apply the new machine learning methods to single particle analysis and cryo-tomography studies of membrane proteins and cell structures.
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