Research
Thesis :
Decision support for prenatal ultrasound screening of the fetus anomalies using statistical learning. The manuscript is here.
Articles:
Stirnemann, J., Besson, R., Spaggiari, E., Rojo, S., Logé-Munerel, F., Peyro Saint-Paul, H., Allassonnière, S., Le Pennec, E., Attie-Bittach, T., Ville, Y., Description and clinical validation of a real-time AI diagnostic companion for fetal ultrasound examination, 2021, Prepublication.
Besson, R., Logé-Munerel, F., et Allassonnière, S.,, Optimisation des parcours patients pour lutter contre l'errance de diagnostic des patients atteints de maladies rares, JDS 2020. Publication.
Besson, R., Le Pennec, E., et Allassonnière, S., Learning from both experts and data, 2019, Entropy journal. Prepublication, Publication.
Besson, R., Le Pennec, E., et Allassonnière, S., Construction d’un système d’aide au diagnostic de maladies rares, 2019, Accepted : Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes (JFPDA). Prepublication.
Besson, R., Le Pennec, E., Allassonnière, S., Stirnemann, J., Spaggiari, E., Neuraz, A., A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task, 2018, Submitted. Prepublication.
Besson, R., Le Pennec, E., et Allassonnière, S., Optimisation d'arbre de décision pour un problème de détection précoce d'anomalies fœtales, Journées de la SFDS, Avignon 2017. Publication.
Communications:
GDR Reprosciences, INRAE, April 2021.
ICAART, Malta, February 2020.
SEQUEL, Inria Lille, January 2020.
JFPDA, Toulouse, July 2019.
Internal Seminar, Air Liquide , February 2019.
R/medicine, Yale University, New Haven, September 2018. Slides
Journées de la SFDS, Avignon, June 2017.
Posters:
Entropy : the tool of the 21th century, May 2021.
Machine Learning Summer School, Skoltech Moscou, August 2019.
Artificial Intelligence in Health: French-German perspectives, Berlin, November 2018. Poster
Workshop Optimization and Learning, Toulouse, September 2018.
Data Science Summer School, Ecole Polytechnique, June 2017, June 2018, June 2019.
Miscellaneous:
I did my master thesis under the supervision of Fernando Lopéz-Blazquez during my Erasmus year in Universidad de Sevilla: Link.