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eess.IV2025
Learning Mechanistic Subtypes of Neurodegeneration with a Physics-Informed Variational Autoencoder Mixture Model
Sanduni Pinnawala, Annabelle Hartanto, Ivor J. A. Simpson +1
Modelling the underlying mechanisms of neurodegenerative diseases demands methods that capture heterogeneous and spatially varying dynamics from sparse, high-dimensional neuroimagi…
eess.IV2025
Evaluating structural uncertainty in accelerated MRI: are voxelwise measures useful surrogates?
Luca L. C. Trautmann, Peter A. Wijeratne, Itamar Ronen +1
Introducing accelerated reconstruction algorithms into clinical settings requires measures of uncertainty quantification that accurately assess the relevant uncertainty introduced…