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Uncertainty maps for training a deep learning model that automatically delineates the skeleton from Whole-Body Diffusion Weighted Imaging

Author:Antonio Candito  Martina Torcè  Richard Holbrey  Alina Dragan  Christina Messiou  Nina Tunariu  Dow-Mu Koh  Matthew D Blackledge  

Session Type:Oral  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for Analysis, Post-Processing, Disease Diagnosis & Prediction  

Program Number:1380  

Room Session:701B  

Institution :Imperial college London  Mint Medical  The Institute of Cancer Research  

Determination of optimal parameters for accelerated whole-body diffusion-weighted imaging (WB-DWI) using simultaneous multi-slice (SMS)

Author:Sam Keaveney  Alina Dragan  Julie Hughes  Mihaela Rata  Thomas Benkert  Christina Messiou  Dow-Mu Koh  Jessica Winfield  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Advanced Contrast Mechanisms: Diffusion & Electric Tissue Properties  

Program Number:5169  

Room Session:Exhibition Halls D/E  

Institution :MR Application Predevelopment, Siemens Healthcare GmbH  MRI Unit, Royal Marsden NHS Foundation Trust  Division of Radiotherapy and Imaging, The Institute of Cancer Research