JMJoão MarquesCurrent PhD StudentsLinkedInORCIDCiencia VitaePublications2026Are ECGs Enough? Deep Learning Classification of Pulmonary Embolism Using ElectrocardiogramsJoão D. S. Marques, Arlindo L. OliveiraLecture notes in computer science book 2025Leveraging LLMs to Streamline the Review of Public Funding ApplicationsJoão Marques, Andre Vicente Duarte, André Mendes Marques de Carvalho, Gil Rocha, Bruno da Costa Martins, Arlindo L. Oliveira conference summary2024The Role of Recurrency in Image Segmentation for Noisy and Limited Sample SettingsDavid Calhas, João Marques, Arlindo L. OliveiraarXiv (Cornell University) preprint LumberChunker: Long-Form Narrative Document SegmentationAndré V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira conference 2023Artificial intelligence-based diagnosis of acute pulmonary embolism: Development of a machine learning model using 12-lead electrocardiogramBeatriz Valente Silva, João Marques, Miguel Nobre Menezes, Arlindo L. Oliveira, Fausto J. PintoRevista Portuguesa de Cardiologia journal ← All people
Are ECGs Enough? Deep Learning Classification of Pulmonary Embolism Using ElectrocardiogramsJoão D. S. Marques, Arlindo L. OliveiraLecture notes in computer science book
Leveraging LLMs to Streamline the Review of Public Funding ApplicationsJoão Marques, Andre Vicente Duarte, André Mendes Marques de Carvalho, Gil Rocha, Bruno da Costa Martins, Arlindo L. Oliveira conference summary
The Role of Recurrency in Image Segmentation for Noisy and Limited Sample SettingsDavid Calhas, João Marques, Arlindo L. OliveiraarXiv (Cornell University) preprint
LumberChunker: Long-Form Narrative Document SegmentationAndré V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira conference
Artificial intelligence-based diagnosis of acute pulmonary embolism: Development of a machine learning model using 12-lead electrocardiogramBeatriz Valente Silva, João Marques, Miguel Nobre Menezes, Arlindo L. Oliveira, Fausto J. PintoRevista Portuguesa de Cardiologia journal