Garriga Calleja, Roger (Date of defense: 2024-02-29)
This thesis delves into the transformative potential of Electronic Health Records and Machine Learning in the prevention of mental health crisis relapses. Our work focuses on the prediction of these ...
Galli, Marco (Date of defense: 2022-05-20)
Borderline personality disorder (BPD) is one of the most studied personality disorders, given its prevalence and the severity of its symptoms. In the last years, several models of the disorder were ...
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 ...
Gutiérrez Páez, Nicolás Felipe (Date of defense: 2022-06-22)
The success of an online community depends on the contributions and actions performed by the community members. This dissertation aims to understand the dynamics of participation in regulated, not-for-profit, ...
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 ...
Gabbianelli, Germano (Date of defense: 2024-03-07)
Reinforcement Learning (RL), a subfield of machine learning and artifical intelligence, is a learning paradigm where an artificial agent learns to reach a predefined goal by trying to maximize a reward ...
Theophilou, Emily (Date of defense: 2024-01-18)
In recent years, there's been increasing concern over potential negative experiences for adolescents on social media. Despite efforts in social media literacy education, traditional approaches often ...
Ramos, Simona (Date of defense: 2024-03-18)
This thesis investigates the complex nature of the blockchain ecosystem, where technology, law, and economics intersect across layers and applications. By offering an interdisciplinary perspective on ...