Marta Avalos

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 7

Top Venues

University of Technology of Compiègne, France (PHD)

Education History

University of Technology of Compiègne, France

PHD

Publications

Dylan Russon, Marta Avalos, Ariel Guerra-Adames, Cédric Gil-Jardiné, Emmanuel Lagarde
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. FLAIRS (2024)
Marta Avalos, Dalia Cohen, Dylan Russon, Melissa Davids, Oceane Doremus, Gabrielle Chenais, Eric Tellier, Cédric Gil-Jardiné, Emmanuel Lagarde
Detecting Human Bias in Emergency Triage Using LLMs - Literature Review, Preliminary Study, and Experimental Plan. FLAIRS (2024)
Charlotte Blot, Katia Weickert, Arthur Payros, Marta Avalos, Cédric Gil-Jardiné
Serious Games for Training in Patient Flow Management in Emergency Departments: State of the Art and Perspectives - Serious Games for Training ED professionals. FLAIRS (2023)
Loick Bourdois, Marta Avalos, Gabrielle Chenais, Frantz Thiessard, Philippe Revel, Cédric Gil-Jardiné, Emmanuel Lagarde
De-identification of Emergency Medical Records in French: Survey and Comparison of State-of-the-Art Automated Systems. FLAIRS Conference (2021)
Marta Avalos, Hélène Touchais, Marcela Henríquez-Henríquez
Optimising Criteria for Manual Smear Review Following Automated Blood Count Analysis: A Machine Learning Approach. IBICA (2020)
Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard, Eric Tellier, Marta Avalos, Emmanuel Lagarde
Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training. CoRR (2019)
Marta Avalos, Richard Nock, Cheng Soon Ong, Julien Rouar, Ke Sun
Representation Learning of Compositional Data. NeurIPS (2018)
Marta Avalos, Hélène Pouyes, Yves Grandvalet, Ludivine Orriols, Emmanuel Lagarde
Sparse conditional logistic regression for analyzing large-scale matched data from epidemiological studies: a simple algorithm. BMC Bioinform. 16 (S-6) (2015)
Marta Avalos, Yves Grandvalet, Hélène Pouyes, Ludivine Orriols, Emmanuel Lagarde
High-Dimensional Sparse Matched Case-Control and Case-Crossover Data: A Review of Recent Works, Description of an R Tool and an Illustration of the Use in Epidemiological Studies. CIBB (2013)
Marta Avalos, Yves Grandvalet, Christophe Ambroise
Parsimonious additive models. Comput. Stat. Data Anal. 51 (6) (2007)
Marta Avalos, Yves Grandvalet, Christophe Ambroise
Discrimination par modèles additifs parcimonieux. Rev. d'Intelligence Artif. 19 (4-5) (2005)
Marta Avalos, Yves Grandvalet, Christophe Ambroise
Regularization Methods for Additive Models. IDA (2003)
Philippe Hellard, Marta Avalos, André Menaut
From Deterministic to Constructivist Paradigm: An Overview of the F.S.F. Research Program. Int. J. Comput. Sci. Sport 2 (2) (2003)

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Publication Activity (10 Years)

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Marta Avalos