Author

Guilherme Barbosa

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Review Open access Sep 2026

Explainable AI in Healthcare: A Holistic View of Technical Approaches, Regulatory Frameworks, Reliable Clinical Implementation Insights and Limitations

Opaque deep learning models in biomedical applications pose challenges related to bias, fairness, and regulatory compliance. This paper presents a narrative review of explainable artificial intelligence (XAI) in healthcare, specifically medical diagnosis, based on a targeted selection guided by a narrative review of re...

Guilherme Barbosa, Eduardo Carvalho, D. Oliveira et al. · Diagnostics · 0 citations

Open access Aug 2026

Sensor-Based and AI-Driven Ergonomic Seated Posture Detection for Workplace Risk Prevention

A chair designed for office monitoring capable of accurately identifying ten representative seated postures and measuring environmental factors was developed and validated and presented an initial promising first step for an ergonomic office management solution.

Tatiana Teixeira, Guilherme Barbosa, B. Areias et al. · Italian National Conference... · 0 citations