Lucas Alexandre Ramos

Dr. Lucas Alexandre Ramos is a Lecturer and Researcher at the Professorship of Applied Sciences in Computer Vision & Data Science at NHL Stenden University of Applied Sciences. He holds a PhD in Artificial Intelligence from the University of Amsterdam (2016-2020), focusing on Representation Learning and Multimodal Data Modelling in cardiovascular diseases. His work spans clinical outcome prediction, machine learning applications in healthcare, and biomedical engineering. He currently teaches and mentors students in minor and master’s programs while leading Computer Vision research projects.

Education:

• PhD in Artificial Intelligence, University of Amsterdam (2016-2020)

Research Interests:

• Predictive modeling for stroke, cardiovascular diseases, and addiction interventions
• Multimodal data integration (clinical, imaging, and behavioral)
• Machine learning in clinical decision support systems
• Computer Vision applications in healthcare diagnostics

Key Research Trends: Recent articles focus on predicting clinical outcomes using machine learning in stroke treatment, cardiovascular disorders, and digital health interventions. His work emphasizes quantitative methods (e.g., EEG/ECG analysis, angiographic imaging) and translational AI for clinical settings.

Advising & Grants: While no students are listed, he mentors students through teaching roles. His research projects are funded by institutional grants, focusing on Computer Vision and medical AI applications.

Labs & Teams: Active within the Professorship Computer Vision & Data Science, collaborating with biomedical institutions like the Amsterdam University Medical Center.