Cumplido Mayoral, Irene (Date of defense: 2024-06-07)
This thesis explores the links between neuroimaging-derived brain-age, which is computed using machine learning techniques, and different pathophysiological mechanisms, dementia risk factors and cognitive ...
Álvarez González, Francisco Nurudín (Date of defense: 2024-03-20)
Representation learning is the field of modern machine learning focused on automatically producing useful representations from data. This thesis studies the impact of data volumes, annotation perspectives, ...
Alenyà Sistané, Mireia (Date of defense: 2024-02-19)
This dissertation presents a novel computational pipeline for creating patient-specific models of brain development. Initially, the human brain develops from a smooth to a convoluted cortical surface, ...
Drew, Alice (Date of defense: 2024-02-01)
Our everyday perception of the world is remarkably unambiguous, considering that it stems from a multitude of ambiguous sensory signals. This feat is believed to be achieved by a set of perceptual ...
Morales Ferez, Xabier (Date of defense: 2024-04-26)
Although the left ventricle has traditionally held the spotlight as the primary determinant of cardiovascular disease prognosis, the characterization of left atrial hemodynamics is increasingly ...