Eslam A. Elghonaimy

SPACEMAP is a machine learning framework for multiplex imaging analysis that resolves phenotyping discordance by integrating multiple classification methods.

This study evaluates carbon ion therapy's effectiveness in pancreatic ductal adenocarcinoma, finding that immune stromal components reduce its efficacy in vivo compared to in vitro results.