3 papers
cs.CY2025
Leveraging LLMs to Streamline the Review of Public Funding Applications
Joao D. S. Marques, Andre V. Duarte, Andre Carvalho +3
Every year, the European Union and its member states allocate millions of euros to fund various development initiatives. However, the increasing number of applications received for…
cs.CV2025
Are ECGs enough? Deep learning classification of pulmonary embolism using electrocardiograms
Joao D. S. Marques, Arlindo L. Oliveira
Pulmonary embolism is a leading cause of out of hospital cardiac arrest that requires fast diagnosis. While computed tomography pulmonary angiography is the standard diagnostic too…
cs.CV2024
The Role of Recurrency in Image Segmentation for Noisy and Limited Sample Settings
David Calhas, João Marques, Arlindo L. Oliveira
The biological brain has inspired multiple advances in machine learning. However, most state-of-the-art models in computer vision do not operate like the human brain, simply becaus…