Urru, Andrea (Date of defense: 2022-07-28)
Perinatal medicine has drawn increasing attention by the neuroscientific research community, as an early detection of most pathologies leads to more effective therapies and treatments. Monitoring fetal ...
Martí Juan, Gerard (Date of defense: 2021-03-22)
Alzheimer's disease (AD), the most common form of dementia, is an incurable neurodegenerative disease that affects millions of elderly people worldwide. Detecting the disease in its early stages is the ...
Morales Muñoz, Araceli (Date of defense: 2022-03-16)
In this thesis, we address the problem of reconstructing the 3D facial geometry of babies from uncalibrated 2D images. This topic has many different applications, but it is especially relevant for the ...
Jiménez Sánchez, Amelia (Date of defense: 2021-10-14)
This thesis investigates two key aspects of learning deep-based image representations for medical diagnosis. The two are confronted with common challenges of medical image databases, namely, the limited ...
Nogueira, Mariana (Date of defense: 2020-10-05)
Following-up on patient evolution by reacquiring the same measurements over time (longitudinal data) is a crucial component in clinical care dynamics, as it creates opportunity for timely decision making ...
Rafael-Palou, Xavier (Date of defense: 2021-10-22)
Nowadays, lung cancer assessment is a complex and tedious task mainly per- formed by radiological visual inspection of suspicious pulmonary nodules, using computed tomography (CT) scan images taken ...