| 2025 | ANT | Exploring the Bidirectional Relationship Between Obesity and Mental Health Disorders. | Regina Sousa, Diogo Esteves, Rui Sousa, Jos Machado, Antnio Abelha |
| 2025 | PAAMS | AI-Powered Automation in Healthcare: A Multi-agent Approach with LLM. | Mariana Almeida, Jos Machado, Regina Sousa, Hugo Peixoto |
| 2024 | ANT | Harnessing Data Mining to Predict Survival Outcomes in Patients with Hepatic Cirrhosis. | Regina Sousa, Madalena Passos, Mariana Almeida, Mariana Ribeiro, Hugo Peixoto |
| 2024 | EUSPN | Primary Health Care Appointments and Hospital Stay: An Impact Analysis. | Joana Lopes, Tiago Miranda, Regina Sousa, Jos Machado |
| 2024 | EUSPN | Gamification in mobile applications: techniques, benefits and challenges. | Mariana Oliveira, Antnio Abelha, Regina Sousa, Hugo Peixoto |
| 2023 | ANT | Interoperability of Clinical Data through FHIR: A review. | Nuno Pimenta, Antnio Chaves, Regina Sousa, Antnio Abelha, Hugo Peixoto |
| 2023 | DCAI | Implementing a Software-as-a-Service Strategy in Healthcare Workflows. | Regina Sousa, Hugo Peixoto, Antnio Abelha, Jos Machado |
| 2023 | EUSPN | Towards a Standardized Real-Time Data Repository based on Laboratory Test Results. | Regina Sousa, Hugo Peixoto, Tiago Guimares, Antnio Abelha, Jos Machado |
| 2022 | DCAI | A Comprehensive Study on Personal and Medical Information to Predict Diabetes. | Nuno Pimenta, Regina Sousa, Hugo Peixoto, Jos Machado |
| 2022 | EUSPN | OpenEHR modelling applied to Complementary Diagnostics Requests. | Daniela Oliveira, Ana Santos, Diana Braga, Ins Silva, Regina Sousa, Antnio Abelha, Jos Machado |
| 2022 | IDC | Prediction Models Applied to Lung Cancer Using Data Mining. | Rita Sousa, Regina Sousa, Hugo Peixoto, Jos Machado |
| 2022 | IDEAL | The Covid-19 Influence on the Desire to Stay at Home: A Big Data Architecture. | Regina Sousa, Daniela Oliveira, Ana Carneiro, Luis Pinto, Ana Pereira, Ana Peixoto, Hugo Peixoto, Jos Machado |
| 2022 | PAAMS | Improving the Effectiveness of Heart Disease Diagnosis with Machine Learning. | Catarina Oliveira, Regina Sousa, Hugo Peixoto, Jos Machado |
| 2022 | SGAI | Medical Recommendation System Based on Daily Clinical Reports: A Proposed NLP Approach for Emergency Departments. | Regina Sousa, Daniela Oliveira, Dalila Dures, Cristiana Neto, Jos Machado |
| 2020 | WorldCIST | Step Towards Monitoring Intelligent Agents in Healthcare Information Systems. | Regina Sousa, Diana Ferreira, Antnio Abelha, Jos Machado |