Personal identification

Full name

João Almeida

Citation names

• Almeida, João
• João Coutinho-Almeida

Author identifiers

Ciência ID

CC17-2641-A368

ORCID iD

0000-0003-0882-6547

	Degree	Classification
2020 - 2024 Concluded	Ciência de Dados de Saúde (Doutoramento) Major in Aprendizagem Automática Universidade do Porto Faculdade de Medicina, Portugal
2020 Concluded	Ciência de Dados de Saúde (Doutoramento) Major in Especialidade: Análise Inteligente de Dados de Saúde Universidade do Porto Faculdade de Medicina, Portugal "Criação de conhecimento em saúde: Explorar o papel dos dados de mundo real na melhoria dos cuidados de saúde." (THESIS/DISSERTATION)
2019 Concluded	Informática Médica (Mestrado) Major in Sem especialização Universidade do Porto Faculdade de Medicina, Portugal "Evaluation of a pharmacovigilance causality assessment tool" (THESIS/DISSERTATION)
2013 Concluded	Ciências Farmacêuticas (Mestrado) Major in Sem especialização Universidade do Porto Faculdade de Farmácia, Portugal "Relatórios de Estágio realizado na Farmácia Maia e no Centro Hospitalar de Vila Nova de Gaia e Espinho" (THESIS/DISSERTATION)

Teaching in Higher Education

	Category Host institution	Employer
2019 - Current	Invited Assistant (University Teacher)	Universidade do Porto Faculdade de Medicina, Portugal

Others

	Category Host institution	Employer
2021 - Current	Industria	JFCALM, Portugal
2018 - 2021	Industria	HealthySystems, Portugal
2014 - 2018	Industria	ALERT Life Sciences Computing SA, Portugal

Contract

	Designation	Funders
2022 - 2025	PRR HfPT -Health From Portugal 80200 Researcher	Ongoing

Publications

Book chapter	N. Aguiam; Zeeshan Ahmed; Natalie Boehnke; Francisco Branco; Mariana Canelas-Pais; M. Carafa; João Coutinho Almeida; et al. "Contributors". 2025. 10.1016/B978-0-323-91819-0.01002-2 Mariana Canelas-Pais; João Coutinho Almeida; Sabrina Magalhães Araujo; Filipa Maia Rafael; Ricardo Cruz-Correia; Pedro Pereira Rodrigues. "Artificial intelligence in healthcare". 2025. 10.1016/B978-0-323-91819-0.00009-9 João Coutinho-Almeida; Pedro Pereira Rodrigues; Ricardo João Cruz-Correia. "GANs for Tabular Healthcare Data Generation: A Review on Utility and Privacy". 282-291. Springer International Publishing, 2021. 10.1007/978-3-030-88942-5_22
Journal article	João Coutinho-Almeida; Carlos Saez; Ricardo Correia; Pedro Pereira Rodrigues. "Development and initial validation of a data quality evaluation tool in obstetrics real-world data through HL7-FHIR interoperable Bayesian networks and expert rules". JAMIA Open (2024): https://doi.org/10.1093/jamiaopen/ooae062. 10.1093/jamiaopen/ooae062 João Coutinho-Almeida; Alexandrina Cardoso; Ricardo Cruz-Correia; Pedro Pereira-Rodrigues. "Fast Healthcare Interoperability Resources–Based Support System for Predicting Delivery Type: Model Development and Evaluation Study". JMIR Formative Research (2024): https://doi.org/10.2196/54109. 10.2196/54109 João Coutinho-Almeida; Ana Sofia Silva; Patrícia Redondo; Pedro Pereira Rodrigues; Ana Ferreira. "CDK4/6 inhibitors and endocrine therapy in the treatment of metastatic breast cancer: A real-world and propensity score-adjusted comparison". Cancer Treatment and Research Communications (2024): https://doi.org/10.1016/j.ctarc.2024.100818. 10.1016/j.ctarc.2024.100818 Paulo Dias Costa; João Almeida; Sabrina Magalhães Araujo; Patrícia Alves; Ricardo Cruz-Correia; Kaija Saranto; John Mantas. "Biomedical and health informatics teaching in Portugal: Current status". Heliyon (2023): https://doi.org/10.1016/j.heliyon.2023.e14163. 10.1016/j.heliyon.2023.e14163
Thesis / Dissertation	João Filipe Coutinho de Almeida. "Knowledge Discovery in Healthcare: Exploring the role of real-world data to leverage clinical practice.". PhD, 2024. https://hdl.handle.net/10216/162128.