Universidad Autonoma de Manizales

DisMed-LLM: De-Identifying Spanish Medical Text with Large Language Models

Abstract Patient privacy and compliance with regulations such as the General Data Protection Regulation (GDPR) necessitate the robust de-identification of clinical texts. This study investigates the feasibility, computational cost, and limitations of de-identifying Spanish medica...

Valorization of rice husk-derived cellulose microfibers as sustainable reinforcement in fiber-cement composites through mechanical and microstructural analysis

Fiber-cement composites are used in lightweight construction due to their favorable balance of mechanical and physical properties. This study investigates the influence of rice husk-derived cellulose microfibers on the performance of fiber-cement boards. Specimens were prepared w...

Exploring the dynamics of well-being in tourism: A systems thinking approach

This study aims to develop a systems-based understanding of how tourism activities influence the well-being of tourists, workers, and residents in high-density tourism destinations affected by sustained visitation pressure. Drawing on Systems Thinking and System Dynamics, a quali...

Coffea Comparative Genomics Reveals Subgenome-Associated Expansion and Diversification of Biosynthetic Gene Clusters

Biosynthetic gene clusters (BGCs) are important for plant specialized metabolism, but remain poorly characterized in coffee. Given Brazil’s importance in coffee production, we performed a comparative genomic analysis of BGCs across the allotetraploid Coffea arabica and its diploi...