Ariel Guerra-Adames

According to our database, Ariel Guerra-Adames authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Quantum Kernel Advantage over Classical Collapse in Medical Foundation Model Embeddings.

Sebastián Cajas Ordonez, Felipe Ocampo Osorio, Dax Enshan Koh, Rafi Al Attrach, Aldo Marzullo, Ariel Guerra-Adames, J. Alejandro Andrade, Siong Thye Goh, Chi-Yu Chen, Rahul Gorijavolu, Xue Yang, Noah Dane Hebdon, Leo Anthony Celi

CoRR, April, 2026

Probing Cultural Signals in Large Language Models through Author Profiling.

Valentin Lafargue, Ariel Guerra-Adames, Emmanuelle Claeys, Elouan Vuichard, Jean-Michel Loubes

CoRR, March, 2026

2025

A Counterfactual LLM Framework for Detecting Human Biases: A Case Study of Sex/Gender in Emergency Triage.

Ariel Guerra-Adames, Marta Avalos Fernandez, Oceane Doremus, Leo Anthony Celi, Cédric Gil-Jardiné, Emmanuel Lagarde

CoRR, November, 2025

Beyond Ethics: How Inclusive Innovation Drives Economic Returns in Medical AI.

Balagopal Unnikrishnan, Ariel Guerra-Adames, Amin Adibi, Sameer Peesapati, Rafal Kocielnik, Shira Fischer, Hillary Clinton Kasimbazi, Rodrigo R. Gameiro, Alina Peluso, Chrystinne Oliveira Fernandes, Maximin Lange, Lovedeep Gondara, Leo Anthony Celi

CoRR, October, 2025

Synthetic medical data generation: state of the art and application to trauma mechanism classification.

Oceane Doremus, Ariel Guerra-Adames, Marta Avalos Fernandez, Vianney Jouhet, Cédric Gil-Jardiné, Emmanuel Lagarde

CoRR, August, 2025

2024

Uncovering Judgment Biases in Emergency Triage: A Public Health Approach Based on Large Language Models.

Ariel Guerra-Adames, Marta Avalos Fernandez, Oceane Doremus, Cédric Gil-Jardiné, Emmanuel Lagarde

Proceedings of the Machine Learning for Health, 2024

AI-Driven Emergency Patient Flow Optimization is Both an Unmissable Opportunity and a Risk of Systematizing Health Disparities - Human Bias in ED: Implications for AI-Driven Patient Flow Optimization.

Dylan Russon, Marta Avalos, Ariel Guerra-Adames, Cédric Gil-Jardiné, Emmanuel Lagarde

Proceedings of the Thirty-Seventh International Florida Artificial Intelligence Research Society Conference, 2024

2022

Sentiment Analysis of Public Social Media as a Tool for Health-Related Topics.

Fernando X. Arias, Mayteé Zambrano Núñez, Ariel Guerra-Adames, Nathalia Tejedor-Flores, Miguel Vargas-Lombardo

IEEE Access, 2022

2020

Real Time Operator Focus Monitoring System Based on a Brain-Computer Interface.

Ariel Guerra, Danilo Cáceres Hernández, Fernando Merchan, Kang-Hyun Jo

Proceedings of the 29th IEEE International Symposium on Industrial Electronics, 2020