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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  

Brain Decoding and Reconstruction of concepts of visual stimuli from fMRI through deep diffusion models

Author:Matteo Ferrante  Tommaso Boccato  Nicola Toschi  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:fMRI Acquisition & Analysis II  

Program Number:2706  

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  

Toward an accurate MR measure of the axon radii by accounting for myelin-specific attenuation of the diffusion MRI signal in the brain

Author:Stefania Oliviero  Cosimo Del Gratta  Andrada Traeba  Tommaso Boccato  Caterina Mainero  Nicola Toschi  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:Signal Modeling  

Program Number:4608  

Room Session:Exhibition Halls D/E  

Institution :A.A. Martinos Center for Biomedical Imaging and Harvard Medical School  University of Chieti-Pescara G. D'Annunzio  University of Rome Tor Vergata