Publications

Agentic systems for breast cancer treatment recommendations

Vinicius Anjos de Almeida, Nícolas Henrique Borges, Leonardo Vicenzi, Helena Kociolek, Sarah Miriã de Castro Rocha, Frederico Nassif Gomes, Júlia Cristina Ferreira Ribeiro, Lucas Emanuel Silva e Oliveira

Preprint arXiv preprint arXiv:2607.12051 [cs.CL]

Digital Interventions Addressing Cognitive and Psychological Symptoms in Long COVID: Scoping Review of Multicomponent Approaches

Sandra León-Herrera, Marta Sánchez-Castro, Ana Luisa Neves, Mª Pilar Rodríguez-Pérez, Vinicius Jobim Fischer, Djenna Hutmacher, Reham Aldakhil, Marina Vaillancourt de Dios, Vinicius Anjos de Almeida, Bárbara Oliván-Blázquez, Rosa Magallón-Botaya, Charles Benoy, Raquel Gómez-Bravo

Paper Interactive Journal of Medical Research, 15(1), e80616

Um esforço conjunto a nível mundial em prol da saúde digital nos cuidados de saúde primários

Joana Teixeira, Edmond Li, Hüsna Sarıca Çevik, Raluca Zoitanu, Steven van de Vijver, Vinicius Anjos de Almeida, Ana Luisa Neves

Editorial Revista Portuguesa de Medicina Geral e Familiar, 42(2), 90–91

Clinical named entity recognition in the Portuguese language: a benchmark of modern BERT models and LLMs

Vinicius Anjos de Almeida, Sandro Saorin da Silva, Josimar Chire, Leonardo Vicenzi, Nícolas Henrique Borges, Helena Kociolek, Sarah Miriã de Castro Rocha, Frederico Nassif Gomes, Júlia Cristina Ferreira, Oge Marques, Lucas Emanuel Silva e Oliveira

Preprint arXiv preprint arXiv:2603.26510 [cs.CL]

Large language models as medical code selectors: a benchmark using the International Classification of Primary Care

Vinicius Anjos de Almeida, Vinicius de Camargo, Raquel Gómez-Bravo, Kees van Boven, Egbert van der Haring, Marcelo Finger, Luis Fernandez Lopez

Paper JAMIA Open, 9(1), ooag017

Postgraduate digital health training programmes for primary care physicians: a scoping review protocol

Sandra León-Herrera, Vinicius Anjos de Almeida, Sıdıka Ece Yokuş, Edmond Li, Sandro Rogerio Rodrigues Batista, Joana Teixeira, Ana Luisa Neves, Raquel Gómez-Bravo

Paper BMJ Open, 16(1), e109715

International Classification of Primary Care (ICPC-2) and search engines: an exploration of three algorithms for information retrieval to aid medical coding

Vinicius Anjos de Almeida, Egbert J. van der Haring, Kees van Boven, Luis Fernandez Lopez

Paper Journal of Medical Artificial Intelligence, 8, 40

Problem-Oriented Electronic Health Records and Patient Clinical Outcomes: a Scoping Review

Vinicius Anjos de Almeida, Sıdıka Ece Yokuş, Sandra León-Herrera, Henrique Teruo Arai, Mariela Zaros Galana, Vinicius Jobim Fischer, Ileana Gefaell-Larrondo, Marta Sánchez-Castro, Inês Silva e Pereira, Edmond Li, Maria Angeliki S. Pavlou, Karina Janoti dos Santos, Ana Clara Campanelli Nobrega, Lucas Magalhães Moreira, Mariana Passos Souza, Thiago Edi Landim Lopes, Lucas Bastos Marcondes Machado, Nicolle Taissun, Aline Souza Oliveira, János Valery Gyuricza, Ana Luisa Neves, Pramendra Prasad Gupta, Steven Vijver, Jan Maeseneer, Kees van Boven, Raquel Gómez-Bravo, Luis Fernandez Lopez

Preprint Research Square (preprint)

Agentic tumor boards: The use of large language model orchestration for therapeutic recommendations in breast cancer patients

Lucas Emanuel Silva e Oliveira, Vinicius Anjos de Almeida, Nícolas Henrique Borges, Oge Marques

Poster ESMO Real World Data and Digital Oncology, 10, 100419

International Classification of Primary Care (ICPC-2) and Search Engines: An Exploration of Three Algorithms for Information Retrieval to Aid Medical Coding

Vinicius Anjos de Almeida, Egbert J. van der Haring, Kees van Boven, Luis Fernandez Lopez

Poster 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Poster

Medical Coding and Large Language Models: A Comparative Study Using ICPC-2 and Real-World Queries

Vinicius Anjos de Almeida, Luis Fernandez Lopez

Oral Presentation 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Oral presentation

Innovative Digital Interventions for Managing Cognitive and Psychological Symptoms in Long COVID

Raquel Gómez-Bravo, Sandra León-Herrera, Marta Sánchez-Castro, Mª Pilar Rodríguez Pérez, Reham Aldakhil, Vinicius Anjos de Almeida, Djenna Hutmacher, Vinicius Jobim Fischer, Bárbara Oliván-Blázquez, Rosa Magallón-Botaya

Oral Presentation 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Oral presentation

Addressing the Obesity Epidemic in Europe: A Cross-Sectional Descriptive Study Using Key Informants

Sıdıka Ece Yokuş, Vinicius Anjos de Almeida, Sara Ares Blanco, Ileana Gefaell Larrondo, Özden Gökdemir, Marina Guisado Clavero, Sandra León-Herrera, Ferdinando Petrazzuoli, Inês da Silva e Pereira, Raquel Gómez-Bravo

Poster 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Poster

Exploring Participants' Perspectives on a Virtual Research Mentorship Program: A Mixed Methods Study

Sıdıka Ece Yokuş, Vinicius Anjos de Almeida, Mehmet Akman, Duygu Ayhan Başer, Stephen Engmann, Anthony Sunjaya, Raquel Gómez-Bravo

Poster 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Poster

Digital Health Equity: Best Practices on How Digital Health Could Reduce the Digital Divide and Increase Universal Health Coverage

Steven van de Vijver, Ana Luisa Neves, Vinicius Anjos de Almeida

Workshop 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Workshop

Problem-Oriented Electronic Health Records and Patient Clinical Outcomes: A Scoping Review

Vinicius Anjos de Almeida, Sıdıka Ece Yokuş, Sandra León-Herrera, Raquel Gómez-Bravo

Poster 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Poster

A Pragmatic Randomized Controlled Pilot Trial for Weight Loss in Patients With Obesity: Assessment of Socratic Questioning Method

Sıdıka Ece Yokuş, Hüseyin Elbi, Vinicius Anjos de Almeida, Sandra León-Herrera, Raquel Gómez-Bravo

Oral Presentation 25th WONCA World Conference (Rev Port Med Geral Fam, 41 Supl. 15) — Oral presentation

Large Language Models as Medical Codes Selectors: a benchmark using the International Classification of Primary Care

Vinicius Anjos de Almeida, Vinicius de Camargo, Raquel Gómez-Bravo, Kees van Boven, Egbert van der Haring, Marcelo Finger, Luis Fernandez Lopez

Poster NeurIPS GenAI4Health 2025 — The Second Workshop on GenAI for Health: Potential, Trust, and Policy Compliance

Clinical Prediction Rules in Remote Consultation

Jacopo Demurtas, Alberto Vaona, Luca Pasolli, Vinicius Anjos de Almeida, Deoclecio Avigo, Mark H. Ebell

Book Chapter In TELe-Health: Remote Consultation in Primary Care (pp. 113–123), Springer Nature Switzerland

Large Language Models as Medical Codes Selectors: a benchmark using the International Classification of Primary Care

Vinicius Anjos de Almeida, Vinicius de Camargo, Raquel Gómez-Bravo, Egbert van der Haring, Kees van Boven, Marcelo Finger, Luis Fernandez Lopez

Preprint arXiv preprint arXiv:2507.14681 [cs.CL]

Problem-Oriented Electronic Health Records and Patient Clinical Outcomes: A Scoping Review

Sıdıka Ece Yokuş, Raquel Gómez-Bravo, Vinicius Anjos de Almeida, Sandra León-Herrera

Study Registration OSF Registries (pre-registration)

Roberto e a eterna juventude: uma discussão sobre prostatismo e disfunções sexuais

Henrique Teruo Arai, Vinicius Anjos de Almeida

Book Chapter In Casos clínicos em medicina de família (pp. 397–410), Atheneu (Série Atenção Primária à Saúde)

Ambiente médico: o impacto da má notícia em pacientes e médicos – em direção a um modelo de comunicação mais efetivo

Ariadne Juna Fernandes do Prado, Ediane Arimatéa Silva, Vinicius Anjos de Almeida, Renério Fráguas Júnior

Paper Revista de Medicina, 92(1), 13–24