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Early prediction of progression free survival and overall survival of patients with glioblastoma using machine learning and multiparametric MRI

Author:Nate Tran  Tracy Luks  Devika Nair  Angela Jakary  Yan Li  Janine Lupo  Javier Villanueva-Meyer  Nicholas Butowski  Jennifer Clarke  Susan Chang  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Artificial Intelligence (Machine Learning & Deep Learning) Applications to Neuroradiology  

Session Name:Explorations of AI in Neuroimaging  

Program Number:3273  

Room Session:Concurrent 6  

Institution:University of California, San Francisco  UCSF/UC Berkeley Graduate Program in Bioengineering  

Improving the generalizability of convolutional neural networks for T2-lesion segmentation of gliomas in the post-treatment setting

Author:Jacob Ellison  Francesco Caliva  Pablo Damasceno  Tracy Luks  Marisa LaFontaine  Julia Cluceru  Anil Kemisetti  Yan Li  Valentina Pedoia  Javier Villanueva-Meyer  Janine Lupo  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Emerging Applications of AI in Neuroimaging  

Session Name:Emerging Applications of AI in Neuroimaging for CES I  

Program Number:3495  

Room Session:Concurrent 6  

Institution:UCSF