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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  

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  

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