PhD Thesis Defense - John Francis

PhD Thesis Proposal - John Francis  
 
Committee Members: Mike Zyda, Carl Kesselman, Jernej Barbic, Scott Fraser, Kate White  
 
Title: Neural Network Integration of Multiscale and Multimodal Cell Imaging Using Semantic Parts  
 
Abstract: The structural modeling of cells can be accomplished by integrating images of cellular morphology from multiple scales and modalities using a parts based approach. In this thesis, we demonstrate a method for combining the statistical distribution of structures from x-ray tomography and fluorescence microscopy using neural networks to predict the localization of high resolution components in low resolution modalities by using the single cell as a shared unit of transfer

Location: Michelson Center for Convergent Bioscience (MCB) - 102

Audiences: Everyone Is Invited

Contact: Melissa Ochoa

Event Link: https://usc.zoom.us/j/5585232420?pwd=QmZSRXI4NkdiMWtXWnp2Q2Q3N1pSdz09