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Self-supervised pretraining and network ensembling for spatial mapping of treatment-effect in recurrent GBM with physiologic MRI

Author:Jacob Ellison  Nate Tran  Rany Hanna  Julia Cluceru  Joanna Phillips  Annette Molinaro  Valentina Pedoia  Tracy Luks  Anny Shai  Devika Nair  Javier Villanueva-Meyer  Mitchel Berger  Shawn Hervey-Jumper  Manish Aghi  Susan Chang  Jani Lupo  

Session Type:Oral  

Session Date:Monday, 05 June 2023  

Session Name:Evaluating Therapeutic Response  

Program Number:0132  

Room Session:701B  

Institution :UCSF  UCSF - UC Berkeley  

Defining radiation target volumes for glioblastoma from predictions of tumor recurrence with AI and diffusion metabolic MRI

Author:Nate Tran  Jacob Ellison  Tracy Luks  Yan Li  Angela Jakary  Oluwaseun Adegbite  Ozan Genc  Bo Liu  Hui Lin  Javier Villanueva-Meyer  Olivier Morin  Steve Braunstein  Nicholas Butowski  Jennifer Clarke  Susan Chang  Janine Lupo  

Session Type:Combined Educational & Scientific Session  

Session Date:Tuesday, 06 June 2023  

Session Name:Artificial Intelligence for Brain Tumors  

Program Number:0526  

Room Session:714A/B  

Institution :University of California, San Francisco