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romain billot

Romain Billot, Professeur en Data Science
8
Documents
Affiliations actuelles
  • 486345
  • 490128
  • 486354
Identifiants chercheurs

Présentation

Romain Billot is a full professor in *data science* at IMT Atlantique. Romain is leading research in data mining and optimisation, with various fields of application such as as smart mobility and connected health. At IMT, Romain is in charge of statistics and machine learning lectures, and data science in general. Before joining IMT Atlantique, Romain has spent five years as a permanent researcher at LICIT (IFSTTAR/ENTPE), after a one year post-doc at Queensland University of Technology, Australia. R. Billot graduated from Ecole Centrale Paris (PhD, 2010) and University of Technology Compiègne (Computer Science, 2007).

Publications

763470
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Smartphone-based Ecological Momentary Intervention for secondary prevention of suicidal thoughts and behaviour: protocol for the SmartCrisis V.2.0 randomised clinical trial

Maria Luisa Barrigon , Alejandro Porras-Segovia , Philippe Courtet , Jorge Lopez-Castroman , Sofian Berrouiguet
BMJ Open, 2022, 12 (9), pp.e051807. ⟨10.1136/bmjopen-2021-051807⟩
Article dans une revue hal-04059428v1

Social media and smartphone app use predicts maintenance of physical activity during Covid-19 enforced isolation in psychiatric outpatients

Agnes Norbury , Shelley Liu , Juan José Campaña-Montes , Lorena Romero-Medrano , María Luisa Barrigón
Molecular Psychiatry, 2020, ⟨10.1038/s41380-020-00963-5⟩
Article dans une revue hal-03177611v1
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An Approach for Data Mining of Electronic Health Record Data for Suicide Risk Management: Database Analysis for Clinical Decision Support

Sofian Berrouiguet , Romain Billot , Mark Erik Larsen , Jorge Lopez-Castroman , Isabelle Jaussent
JMIR Mental Health, 2019, 6 (5), pp.e9766. ⟨10.2196/mental.9766⟩
Article dans une revue hal-02269909v1
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Clinicians’ Concerns About Mobile Ecological Momentary Assessment Tools Designed for Emerging Psychiatric Problems: Prospective Acceptability Assessment of the MEmind App

Christophe Lemey , Mark Erik Larsen , Jordan Devylder , Philippe Courtet , Romain Billot
Journal of Medical Internet Research, 2019, 21 (4), pp.e10111. ⟨10.2196/10111⟩
Article dans une revue hal-02161827v1
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Ecological Assessment of Clinicians' Antipsychotic Prescription Habits in Psychiatric Inpatients: A Novel Web- and Mobile Phone-Based Prototype for a Dynamic Clinical Decision Support System

Sofian Berrouiguet , Maria Luisa Barrigón , Sara A. Brandt , George C Nitzburg , Santiago Ovejero-García
Journal of Medical Internet Research, 2017, 19 (1), pp.e25 -. ⟨10.2196/jmir.5954⟩
Article dans une revue hal-01513261v1

Apport de la fouille de données pour la prévention du risque suicidaire

Romain Billot , Sofian Berrouiguet , Mark Larsen , Michel Walter , Jorge López Castroman
Conférence Internationale sur l'Extraction et la Gestion des Connaissances, Revue des Nouvelles Technologies de l'Information, Jan 2018, Paris, France. pp.143 - 154
Communication dans un congrès hal-01694714v1

Suicide Sleep Monitoring (SSleeM): a feasibility and acceptability study of a wearable sleep tracking monitoring device in suicide attempters

Elise Guillodo , Sofian Berrouiguet , Mathieu Simonnet , Ismael Conejero , Philippe Courtet
ESSSB 2016 : 16th European Symposium on Suicide and Suicidal behaviour, Sep 2016, Oviedo, Espagne
Communication dans un congrès hal-01444287v1

Toward E-Health Applications for Suicide Prevention

Sofian Berrouiguet , Romain Billot , Philippe Lenca , Philippe Tanguy , Enrique Baca-Garcia
CHASE 2016 : IEEE First Conference on Connected Health: Applications, Systems and Engineering Technologies, Jun 2016, Washington, United States. pp.346 - 347, ⟨10.1109/CHASE.2016.37⟩
Communication dans un congrès hal-01355330v1