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BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks

Author:Matteo Ferrante  Tommaso Boccato  Marianna Inglese  Nicola Toschi  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1889  

Room Session:Exhibition Halls D/E  

Institution :University of Rome Tor Vergata  Athinoula A. Martinos Center for Biomedical Imaging and Harvard Medical school, Boston, MA, USA  

Classification of low- and high-grade gliomas through multimodal temporal MRI and PET data

Author:Marianna Inglese  Matteo Ferrante  Tommaso Boccato  Shah Islam  Matthew Williams  Adam Waldman  Kevin O'Neill  Eric Aboagye  Nicola Toschi  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Quantitative Imaging, AI & Miscellaneous  

Program Number:2416  

Room Session:Exhibition Halls D/E  

Institution :Imperial College Healthcare NHS Trust  Imperial college London  University of Edinburgh  University of Rome Tor Vergata  Athinoula A. Martinos Center for Biomedical Imaging  

Deep learning-based synthesis of TSPO PET from T1-weighted MRI images only

Author:Matteo Ferrante  Marianna Inglese  Ludovica Brusaferri  Marco Loggia  Nicola Toschi  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for Data Synthesis, Generative Models & Quantitative MRI I  

Program Number:5032  

Room Session:Exhibition Halls D/E  

Institution :Martinos Center For Biomedical Imaging, MGH and Harvard Medical School (USA)  University of Rome Tor Vergata  Athinoula A. Martinos Center for Biomedical Imaging and Harvard Medical school, Boston, MA, USA