Concepedia

Emmanuel Doumard

ED

6

Publications

175

Citations

6

H-Index

2022

Active since

Affiliations

Université Toulouse III - Paul Sabatier(Current)

Institut de Recherche en Informatique de Toulouse

Université Toulouse-I-Capitole

Institut Polytechnique de Bordeaux

Université Toulouse - Jean Jaurès

Emmanuel Doumard is an author at Université Toulouse III - Paul Sabatier specializing in biostatistics, public health, and explainable ai.

Top concepts

EngineeringBiostatisticsPublic HealthExplainable AiMachine LearningHealth InformaticsPredictive AnalyticsLanguageMedicineDiagnosis

Publications per year

2022–2023

6

Publications

6

Explainable machine learning framework to predict personalized physiological aging

David Bernard, Emmanuel Doumard, Isabelle Ader et al. · Aging Cell · 2023 · 84 citations · Full text

A quantitative approach for the comparison of additive local explanation methods

Emmanuel Doumard, Julien Aligon, Elodie Escriva et al. · Information Systems · 2022 · 39 citations · Full text

Cognitive Science, Engineering, Explanation-based Learning +12

Systemic Periodontal Risk Score Using an Innovative Machine Learning Strategy: An Observational Study

Paul Monsarrat, David B. Bernard, Mathieu Marty et al. · Journal of Personalized Medicine · 2022 · 16 citations · Full text

Machine Learning, Diagnosis, Multilayer Perceptron +16

Explanations as a New Metric for Feature Selection: A Systematic Approach

Haomiao Wang, Emmanuel Doumard, Chantal Soulé-Dupuy et al. · IEEE Journal of Biomedical and Health Informatics · 2023 · 15 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Perioperative Risk Assessment of Patients Using the MyRISK Digital Score Completed Before the Preanesthetic Consultation: Prospective Observational Study

Fabrice Ferré, Rodolphe Laurent, Philippine Furelau et al. · JMIR Perioperative Medicine · 2022 · 11 citations · Full text

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