Pathological Analysis of Tissues using Deep Neural NetworksXavier Abreu DiasSupervised by Arlindo L. Oliveira, João Cassis.Finished MSc
Modelling and Inference of Gene Regulatory NetworksJosé Miguel Ranhada Vellez CaldasSupervised by Arlindo L. OliveiraFinished MSc
Biological Data Processing Using Grid TechnologiesSérgio Mendes CostaSupervised by Arlindo L. OliveiraFinished MSc
Automatic Annotation of Unstructured Fields in Medical DatabasesMargarida Andreia Rosa CorreiaSupervised by Arlindo L. Oliveira, Maria Luísa Torres Ribeiro Marques da Silva Coheur.Finished MSc
MyWatson: A system for interactive acess of personal recordsPedro Miguel dos Santos DuarteSupervised by Arlindo L. OliveiraFinished MSc
Application of Deep Learning Techniques to the Diagnosis of Medical ImagesPedro Miguel Carreto VazSupervised by Arlindo L. OliveiraFinished MSc
Combining off and on-policy training in Deep ReinforcementAlexandre João Gomes BorgesSupervised by Arlindo L. OliveiraFinished MSc
Evaluating generalization in Deep Reinforcement Learning with Procedural Generated EnvironmentsMiguel Borges FreireSupervised by Arlindo L. OliveiraFinished MSc
Using Knowledge Graphs to model Digital FootprintsAndré Carlos Ruano Andrade CavalheiroSupervised by Arlindo L. OliveiraFinished MSc
Improving the Performance of Deep Neural Networks in Vision Tasks with Attention Mechanisms.Rafael Gamanho PedroSupervised by Arlindo L. OliveiraFinished MSc
A Modular Architecture for Model-Based Deep Reinforcement LearningTiago João Gaspar Ribeiro de OliveiraSupervised by Arlindo L. OliveiraFinished MSc
Using a Siamese Network to Accurately Detect Ischemic Stroke in Computed Tomography ScansBeatriz VieiraSupervised by Arlindo L. Oliveira, Catarina FonsecaFinished MSc
Old photo and image restoration using deep learning techniquesJosé PereiraSupervised by Arlindo L. OliveiraFinished MSc
Neural Models for Generating Clinically Accurate Chest X-Ray ReportsAndré LeiteSupervised by Arlindo L. Oliveira, Bruno MartinsFinished MSc
Pretraining the Vision Transformer using self-supervised methods for vision-based deep reinforcement learningManuel GoulãoSupervised by Arlindo L. OliveiraFinished MSc
Transaction-Based Entity Monitoring in a Client Due Diligence ContextOleksandr StopchakSupervised by Arlindo L. Oliveira, Jacopo BonoFinished MSc
Towards Improving Ischemic Stroke Functional Outcome Prediction with Computed Tomography Brain Scans Using Deep LearningGonçalo OliveiraSupervised by Arlindo L. Oliveira, Catarina FonsecaFinished MSc
Efficient Algorithms for Medical Image SegmentationJosé MartinhoSupervised by Arlindo L. OliveiraFinished MSc
Deep learning when data is scarceAna Pimenta AlvesSupervised by Arlindo Manuel Limede de OliveiraFinished MSc
Operation log monitoring using machine learningJosé VelezSupervised by Arlindo L. Oliveira, Fernando SilvaFinished MSc
Stenosis detection in coronary X-ray angiographiesTomás NunesSupervised by Arlindo L. Oliveira, Miguel MenezesFinished MSc
Using graph embeddings to explore deep neural network architecturesJosé CarreiraSupervised by Arlindo L. OliveiraFinished MSc
Using sequences of coronary angiograms to quantify the severity of stenosisMariana SerrãoSupervised by Arlindo L. OliveiraFinished MSc
Using Large Language Models do solve the Abstraction and Reasoning ChallengeGuilherme CostaSupervised by Arlindo L. OliveiraFinished MSc
Representation learning of animal behaviorGonçalo Goulart OliveiraSupervised by Arlindo L. Oliveira, Adrien JouaryFinished MSc