Beatriz Barbancho-Merino - Publications

From chat to act: large language model agents and agentic AI as the next frontier of AI in rheumatology.

Journal: EULAR rheumatology open

Published: June 29, 2026

Optimising the clinical application of rheumatology guidelines using large language models: a retrieval-augmented generation framework integrating EULAR and ACR recommendations.

Journal: EULAR rheumatology open

Published: June 29, 2026

Large language models in rheumatology-centered research: A scoping review of model openness and reporting practices.

Journal: Seminars in arthritis and rheumatism

Published: February 24, 2026

Impact of Dimensionality on Medication Adherence Prediction: Assessing Accuracy and Computational Efficiency.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

A Bayesian network approach for understanding causal dependencies in chronic patients' medication non-adherence.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 03, 2025

Machine learning-based identification of medication adherence predictors in two Spanish primary care cohorts.

Journal: Scientific reports

Published: November 24, 2025

Factors affecting the likelihood of documented medication concerns in patients with multimorbidity: a cross-sectional study in primary care.

Journal: BJGP open

Published: November 04, 2025

Factors affecting the likelihood of documented medication concerns in patients with multimorbidity: a cross-sectional study in primary care.

Journal: BJGP open

Published: November 04, 2025

Exploring the potential of XAI methods in generating clinically meaningful explanations for glycemia prediction in diabetes patients.

Journal: BMC medical informatics and decision making

Published: October 20, 2025

The Use of Machine Learning and Explainable Artificial Intelligence in Gut Microbiome Research: A Scoping Review.

Journal: IEEE journal of biomedical and health informatics

Published: October 09, 2025

Rheumatology on Reddit: A descriptive and sentiment analysis.

Journal: Reumatologia clinica

Published: August 06, 2025

Understanding Adherence to Medication in Chronic Patients: A Comprehensive Approach for Optimization and Analysis of Structural Factors.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: March 05, 2025