Digital Medicine Lab
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digimedlab.bsky.social
Digital Medicine Lab
@digimedlab.bsky.social
The Digital Medicine Lab at the University of Navarra applies cutting-edge AI and machine learning to healthcare data, driving innovation in personalized medicine and patient care.
Our method identifies both core and boundary communities, outperforming state-of-the-art algorithms (Louvain, Infomap, etc.) in both accuracy and stability—especially in large, complex networks. 🧠📊

Read it here 👉 www.sciencedirect.com/science/arti...
Community detection in networks: A rough sets and consensus clustering approach
The objective of this paper is to propose a framework, called Rough Clustering-based Consensus Community Detection (RC-CCD), to effectively address th…
www.sciencedirect.com
May 21, 2025 at 6:22 PM
🔎 We explore how multi-objective hyperparameter optimization + conformal prediction can generate fair, efficient, and Pareto-optimal confidence predictors—balancing equalized coverage and informativeness in one run!
doi.org/10.1007/s109...
Fair prediction sets through multi-objective hyperparameter optimization - Machine Learning
The widespread implementation of machine learning in safety-critical domains has raised ethical concerns regarding algorithmic discrimination. In such settings, the integration of fairness-aware algor...
doi.org
January 25, 2025 at 8:14 AM
This day-long event highlights 20 years of research at IRBLleida and features sessions on nutrition, chronic diseases, cancer, and more!

We’re honored to contribute to this celebration and invite everyone to join this exchange of ideas.

#Biomedicine #PrecisionMedicine #ResearchForTheFuture
December 6, 2024 at 9:28 AM
His talk, titled "Precision with Confidence: Combining Expert Knowledge and Data-Driven Insights in Biomedicine", will explore how integrating expert knowledge with data analytics can transform precision medicine.

Full agenda in here www.irblleida.org/media/upload...
www.irblleida.org
December 6, 2024 at 9:28 AM
Our main research lines are:

- Accurate healthcare predictions under uncertainty. 🎯

- Development of fair AI algorithms integrating human physiology models with personalized data. ⚖️

- Translational research bridging theoretical approaches and practical applications in biomedical domains. 👨‍⚕️
December 4, 2024 at 2:11 PM
As a part of the Institute of Data Science and Artificial Intelligence (DATAI) of the University of Navarra, our work focuses on applying #AI methodologies to healthcare data, contributing to advancements in #PersonalizedMedicine and patient care. 🏥

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Científicos de la Universidad de Navarra desarrollan una herramienta de inteligencia artificial para personalizar terapias contra el cáncer - Biotech Spain
Científicos de la Universidad de Navarra desarrollan una herramienta de inteligencia artificial para personalizar terapias contra el cáncer
biotech-spain.com
December 4, 2024 at 2:11 PM