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Machine learning ALTIMETRIE AMAZONIE Data mining Brazil Remote sensing TELEDETECTION SPATIALE Classification Computer simulation SURVEILLANCE AMAZON BASIN Apprentissage GUYANE FRANCAISE Adverse drug reaction reporting systems Information systems Climate change BRESIL Validation studies Malaria Amazon
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Emmanuel ROUX

Emmanuel Roux is researcher at the IRD, in the ESPACE-DEV Unit since 2007 (MICADO team). He received his Ph.D. degree in industrial and human automation and computer science in 2002, from the University of Valenciennes, France. His skills concern the data science.

More specifically, his research interests are:

  • Spatial modelling of entomological and/or epidemiological data;
  • Objective characterization of the environment and of the landscape from satellite data;
  • Data- or knowledge-driven modelling of the environment and health relationships;
  • image processing and health.

He contributes to animate collaborations with French and Brazilian partners, concerning the relationships between environmental parameters and health issues, especially those related to tropical vector-borne diseases.

He participates to, or co-supervises, several partnership and research projects that contribute to the construction of cross-border malaria observatories, between French Guiana and Brazil and within other cross-border contexts.

 

Article dans une revue32 documents

  • Thibault Catry, Zhichao Li, Emmanuel Roux, Vincent Herbreteau, Helen Gurgel, et al.. Wetlands and Malaria in the Amazon: Guidelines for the Use of Synthetic Aperture Radar Remote-Sensing. International Journal of Environmental Research and Public Health, MDPI, 2018, 15 (3), 〈10.3390/ijerph15030468〉. 〈hal-01827332〉
  • Thibault Catry, Auréa Pottier, Renaud Marti, Zhichao Li, Emmanuel Roux, et al.. Apports de la combinaison d’images satellites optique et RADAR dans l’étude des maladies à transmission vectorielle : cas du paludisme à la frontière Guyane française – Brésil. Confins - Revue franco-brésilienne de géographie/Revista franco-brasileira de geografia, Hervé Théry, 2018, art. no 15027 [32 p. en ligne]. 〈10.4000/confins.15027〉. 〈hal-01959525〉
  • Vincent Herbreteau, Daouda Kassié, Emmanuel Roux, Renaud Marti, Thibault Catry, et al.. Observer la Terre pour appréhender spatialement les inégalités de santé : regard historique et prospectif sur l’utilisation de la télédétection dans le domaine de la santé. Confins - Revue franco-brésilienne de géographie/Revista franco-brasileira de geografia, Hervé Théry, 2018, art. no 15362 [27 p. en ligne]. 〈10.4000/confins.15362〉. 〈hal-01959541〉
  • Dominique Briand, Emmanuel Roux, Jean Christophe Desconnets, Carmen Gervet, Christovam Barcellos. From global action against malaria to local issues: state of the art and perspectives of web platforms dealing with malaria information. Malaria Journal, BioMed Central, 2018, 17, pp.122. 〈10.1186/s12936-018-2270-0〉. 〈hal-01799951〉
  • Hanitra Randrianaivo, Bénédicte Bertaut-Nativel, Mathilde André, Mireille Irabe, Pierre-Yves Robillard, et al.. Mise en place d'une surveillance spatialisée des malformations congénitales à La Réunion : choix méthodologiques. Bulletin Epidémiologique Hebdomadaire - BEH, Saint-Maurice (Val de Marne) : Institut de veille sanitaire, 2018. 〈hal-01726095〉
  • Zhichao Li, Thibault Catry, Nadine Dessay, Helen Da Costa Gurgel, Cláudio Aparecido de Almeida, et al.. Regionalization of a Landscape-Based Hazard Index of Malaria Transmission: An Example of the State of Amapá, Brazil. Advance data, 2017, 2 (4), 〈10.3390/data2040037〉. 〈hal-01673942〉
  • Antoine Adde, Emmanuel Roux, Morgan Mangeas, Nadine Dessay, Mathieu Nacher, et al.. Dynamical Mapping of Anopheles darlingi Densities in a Residual Malaria Transmission Area of French Guiana by Using Remote Sensing and Meteorological Data. PLoS ONE, Public Library of Science, 2016, 11 (10), pp.e0164685. 〈10.1371/journal.pone.0164685〉. 〈hal-01383486〉
  • Yi Moua, Emmanuel Roux, Romain Girod, Isabelle Dusfour, Benoit De Thoisy, et al.. Distribution of the Habitat Suitability of the Main Malaria Vector in French Guiana Using Maximum Entropy Modeling. Journal of Medical Entomology, Entomological Society of America, 2016, 〈10.1093/jme/tjw199〉. 〈hal-01425541〉
  • Antoine Adde, Isabelle Dusfour, Emmanuel Roux, Romain Girod, Sébastien Briolant. Anopheles fauna of coastal Cayenne, French Guiana: modelling and mapping of species presence using remotely sensed land cover data. Memórias do Instituto Oswaldo Cruz., Instituto Oswaldo Cruz, Ministério da Saúde, 2016, 111 (12), pp.750-756. 〈10.1590/0074-02760160272〉. 〈hal-01382408〉
  • Christovam Barcellos, Emmanuel Roux, Pietro Ceccato, Pierre Gosselin, Antonio Miguel Monteiro, et al.. An observatory to gather and disseminate information on the health-related effects of environmental and climate change. Pan American Journal of Public Health / Revista Panamericana de Salud Pública, World Health Organization, 2016, 40 (3), pp.167-173. 〈http://www.scielosp.org/scielo.php?script=sci_serial&pid=1020-4989&lng=en&nr〉. 〈hal-01373887〉
  • Zhichao Li, Emmanuel Roux, Nadine Dessay, Romain Girod, Aurélia Stefani, et al.. Mapping a Knowledge-Based Malaria Hazard Index Related to Landscape Using Remote Sensing: Application to the Cross-Border Area between French Guiana and Brazil. Remote Sensing, MDPI, 2016, 8 (4), 〈10.3390/rs8040319〉. 〈hal-01355255〉
  • Meriam Bayoudh, Emmanuel Roux, Gilles Richard, Richard Nock. Structural knowledge learning from maps for supervised land cover/use classification: Application to the monitoring of land cover/use maps in French Guiana. Computers and Geosciences, Elsevier, 2015, 76, pp.31-40. 〈10.1016/j.cageo.2014.08.013〉. 〈hal-01369822〉
  • Emmanuel Roux, Christovam Barcellos, Helen Gurgel, Laurent Durieux, Anne-Elisabeth Laques, et al.. Un « site sentinelle » à la frontière franco-brésilienne pour comprendre et suivre les relations entre climat et santé. In Actes du Colloque Environnement et géomatique : approches comparés France-Brésil, 2014, pp. 356-363. 〈hal-01825285〉
  • Emmanuel Roux, Pascal Gaborit, Christine A Romaña, Romain Girod, Nadine Dessay, et al.. Objective sampling design in a highly heterogeneous landscape - characterizing environmental determinants of malaria vector distribution in French Guiana, in the Amazonian region.. BMC Ecology, BioMed Central, 2013, 13 (1), pp.45. 〈10.1186/1472-6785-13-45〉. 〈pasteur-00914104〉
  • Aurélia Stefani, Isabelle Dusfour, Ana Paula Corrêa, Manoel Cruz, Nadine Dessay, et al.. Land cover, land use and malaria in the Amazon: a systematic literature review of studies using remotely sensed data.. Malaria Journal, BioMed Central, 2013, 12 (1), pp.192. 〈10.1186/1475-2875-12-192〉. 〈inserm-00834790〉
  • J. S. Da Silva, Frédérique Seyler, S. Calmant, O. C. Rotunno, Emmanuel Roux, et al.. Water level dynamics of Amazon wetlands at the watershed scale by satellite altimetry. International Journal of Remote Sensing, Taylor & Francis, 2012, 33 (11), pp.3323-3353. 〈10.1080/01431161.2010.531914〉. 〈hal-00990992〉
  • Emmanuel Roux, Annamaria De Fátima Venâncio, Jean-François Girres, Christine A Romaña. Spatial patterns and eco-epidemiological systems--part II: characterising spatial patterns of the occurrence of the insect vectors of Chagas disease based on remote sensing and field data.. Geospatial Health, 2011, 6 (1), pp.53-64. 〈ird-01369930〉
  • Emmanuel Roux, Annamaria De Fátima Venâncio, Jean-François Girres, Christine A Romaña. Spatial patterns and eco-epidemiological systems--part I: multi-scale spatial modelling of the occurrence of Chagas disease insect vectors. Geospatial Health, 2011, 6 (1), pp.41-51. 〈ird-01369876〉
  • R. Girod, Emmanuel Roux, F. Berger, Aurélia Stefani, P. Gaborit, et al.. Unravelling the relationships between Anopheles darlingi (Diptera: Culicidae) densities, environmental factors and malaria incidence: understanding the variable patterns of malarial transmission in French Guiana (South America).. Annals of Tropical Medicine and Parasitology, Maney Publishing, 2011, 105 (2), pp.107-22. 〈10.1179/136485911X12899838683322〉. 〈pasteur-00583507〉
  • Aurélia Stefani, Emmanuel Roux, Jean-Marie Fotsing, Bernard Carme. Studying relationships between environment and malaria incidence in Camopi (French Guiana) through the objective selection of buffer-based landscape characterisations.. International Journal of Health Geographics, BioMed Central, 2011, 10 (1), pp.65. 〈10.1186/1476-072X-10-65〉. 〈inserm-00674075〉
  • A.C.V. Getirana, O.C. Rotunno Filho, W.J. Mansur, Marie-Paule Bonnet, Frédérique Seyler, et al.. Calibraçao e validaçao de modelo hidrologico com observaçoes in situ alimetria e gravimetria espaciais. Revista Brasileira de Recursos Hidricos, 2011, 16 (1), pp.29-45. 〈hal-01370626〉
  • Emmanuel Roux, J. S. Da Silva, A. C. V. Getirana, M. P. Bonnet, S. Calmant, et al.. Producing time series of river water height by means of satellite radar altimetry-a comparative study. Hydrological Sciences Journal, Taylor & Francis, 2010, 55 (1), pp.104-120. 〈10.1080/02626660903529023〉. 〈hal-00991320〉
  • A. C. V. Getirana, M. P. Bonnet, S. Calmant, Emmanuel Roux, O. C. Rotunno, et al.. Hydrological monitoring of poorly gauged basins based on rainfall-runoff modeling and spatial altimetry. Journal of Hydrology, Elsevier, 2009, 379 (3-4), pp.205-219. 〈10.1016/j.jhydrol.2009.09.049〉. 〈hal-00991052〉
  • Marie Guéguin, Emmanuel Roux, Alfredo I Hernández, Fabienne Porée, Philippe Mabo, et al.. Exploring time series retrieved from cardiac implantable devices for optimizing patient follow-up.. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2008, 55 (10), pp.2343-52. 〈10.1109/TBME.2008.926673〉. 〈inserm-00333691〉
  • Emmanuel Roux, M. Cauhopé, M.-P. Bonnet, S. Calmant, Philippe Vauchel, et al.. Daily water stage estimated from satellite altimetric data for large river basin monitoring. Hydrological Sciences Journal, Taylor & Francis, 2008, 53 (1), pp.81-99. 〈hal-00325755〉
  • Marie-Paule Bonnet, Gwénaël Barroux, Jean-Michel Martinez, Frédérique Seyler, Patricia Moreira Turcq, et al.. Floodplain hydrology in an Amazon floodplain lake (Lago Grande de Curuai). Journal of Hydrology, Elsevier, 2008, 349 (1-2), pp.18-30. 〈10.1016/j.jhydrol.2007.10.055〉. 〈ird-00270979〉
  • Stéphane Armand, Eric Watelain, Emmanuel Roux, Moïse Mercier, François-Xavier Lepoutre. Linking clinical measurements and kinematic gait patterns of toe-walking using fuzzy decision trees. Gait and Posture, Elsevier, 2007, 25 (3), 〈10.1016/j.gaitpost.2006.05.014〉. 〈hal-01370304〉
  • Marie Guéguin, Emmanuel Roux, Alfredo Hernández, Fabienne Porée, Philippe Mabo, et al.. Clustering follow-up time-series recorded by cardiac implantable devices.. Conference proceedings : .. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, Institute of Electrical and Electronics Engineers (IEEE), 2007, 1, pp.3848-3851. 〈10.1109/IEMBS.2007.4353172〉. 〈inserm-00188486〉
  • Emmanuel Roux, Anne-Pascale Godillon-Maquinghen, Patrice Caulier, Stéphane Bouilland, Denis Bouttens. A support method for the contextual interpretation of biomechanical data.. IEEE Transactions on Information Technology in Biomedicine, Institute of Electrical and Electronics Engineers, 2006, 10 (1), pp.109-18. 〈10.1109/TITB.2005.856861〉. 〈hal-00404892〉
  • Emmanuel Roux, Frantz Thiessard, Annie Fourrier, Bernard Bégaud, Pascale Tubert-Bitter. Evaluation of Statistical Association Measures for the Automatic Signal Generation in Pharmacovigilance. IEEE Transactions on Information Technology in Biomedicine, Institute of Electrical and Electronics Engineers, 2005, IEEE Transactions on Information Technology in Biomedicine (4), pp.9. 〈hal-00396036〉
  • Frantz Thiessard, Emmanuel Roux, Ghada Miremont-Salamé, Annie Fourrier-Réglat, Françoise Haramburu, et al.. Trends in spontaneous adverse drug reaction reports to the French pharmacovigilance system (1986-2001).. Drug Safety, Springer Verlag, 2005, 28 (8), pp.731-40. 〈hal-00396045〉
  • Emmanuel Roux, Stéphane Bouilland, Anne-Pascale Godillon-Maquinghen, Denis Bouttens. Evaluation of the global optimisation method within the upper limb kinematics analysis.. Journal of Biomechanics, Elsevier, 2002, 35 (9), pp.1279-83. 〈hal-00396044〉

Communication dans un congrès18 documents

  • Benoît Van Gastel, Valérie Morel, Emmanuel Roux, Vivian Da Cruz Franco, Anapaula Martins Mendes, et al.. Coopération transfrontalière, accès aux soins et prévention des maladies vectorielles à la frontière franco-brésilienne : apports des groupes de discussion. Colloque international "Frontières territoires de santé et réseaux de soins", Jun 2017, Arras, France. 〈hal-01860884〉
  • Anne Toulet, Emmanuel Roux, Anne-Elisabeth Laques, Eric Delaître, Laurent Demagistri, et al.. Extraction automatique de paysages en imagerie satellitaire et enrichissement sémantique. EGC: Extraction et Gestion des Connaissances, Jan 2017, Grenoble, France. 17ème conférence Extraction et Gestion des Connaissances, 2017, 〈http://egc2017.imag.fr〉. 〈hal-01464947〉
  • Zhichao Li, Thibault Catry, Nadine Dessay, Emmanuel Roux, Etienne Mahé, et al.. MULTI-SENSOR DATA FUSION FOR IDENTIFYING MALARIA ENVIRONMENTAL FEATURES. IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. IEEE, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 〈10.1109/IGARSS.2016.7729653〉. 〈hal-01829725〉
  • Thibault Catry, Zhichao Li, Emmanuel Roux, Vincent Herbreteau, Christophe Révillion, et al.. Fusion of SAR and optical imagery for studuing the eco-epidemiology of vector-borne diseases in tropical countries. 2016 European Space Agency Living Planet Symposium, May 2016, Prague, Czech Republic. 〈http://lps16.esa.int/〉. 〈hal-01490830〉
  • Emmanuel Roux, Benoît Van Gastel, Paulo Peiter, Vivian Da Cruz Franco, Valérie Morel, et al.. Vulnérabilité, accès aux soins et à la prévention des maladies vectorielles et coopération transfrontalière - Cas de la Zone transfrontalière Guyane Brésil. Séminaire de restitution de l'OHM-Oyapock (Labex DRIIHM), Dec 2016, Cayenne, Guyane française. 〈hal-01860890〉
  • Zhichao Li, Thibault Catry, Nadine Dessay, Emmanuel Roux, Frédérique Seyler. Mapping soil typologies using geomorphologic features extracted from dem and SAR data: A environmental factor affecting malaria transmission in the Amazon. IGARSS 2016 - 2016 IEEE International Geoscience and Remote Sensing Symposium, Jul 2016, Beijing, China. IEEE, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS). 〈10.1109/IGARSS.2016.7729812〉. 〈hal-01829736〉
  • Thibault Catry, Zhichao Li, Emmanuel Roux, Vincent Herbreteau, Christophe Révillion, et al.. FUSION OF SAR AND OPTICAL IMAGERY FOR STUDYING THE ECO- EPIDEMIOLOGY OF VECTOR-BORNE DISEASES IN TROPICAL COUNTRIES. Earth Living Planet Symposium ESA 2016, May 2016, Prague, Czech Republic. 〈hal-01829916〉
  • Volmir Miguel Zanini, Margarete Gomes, Allan Galardo, Ana Cristina Lima, Ana Paula Corrêa, et al.. Potencial de transmissão de malária no município de Oiapoque - Amapá – Brasil. 50º Congresso da Sociedade Brasileira de Medicina Tropical, Aug 2014, Rio Branco, Brazil. 50º Congresso da Sociedade Brasileira de Medicina Tropical. 〈hal-01860889〉
  • Emmanuel Roux, Christovam Barcellos, Helen Gurgel, Laurent Durieux, Anne-Elisabeth Laques, et al.. Un "Site Sentinelle" à la frontière franco-brésilienne pour comprendre et suivre les relations entre climat et santé. Environnement et géomatique : approches comparées France-Brésil (ENVIBRAS), Nov 2014, Rennes, France. Environnement et géomatique : approches comparées France-Brésil, 2014, 〈http://envibras2014.sciencesconf.org/〉. 〈ird-01265600〉
  • Meriam Bayoudh, Emmanuel Roux, Richard Nock, Gilles Richard. Apprentissage de connaissances structurelles à partir de cartes et classification multi-classes : Application à la mise a jour de cartes d'occupation du sol. 11èmes Rencontres des Jeunes Chercheurs en Intelligence Artificielle, 2013, Lille, France. 〈hal-01376400〉
  • Emmanuel Roux, Aurélia Stefani, Bernard Carme. Characterisation of multi-scale of Plasmodium falciparum malaria incidence in children of Camopi, French Guiana, by means of remotely sensed data. Symposium of the Latin American Society for Remote Sensing and Spatial Information Systems (SELPER), Nov 2012, Cayenne, French Guiana. IRD, 10 p. multigr., 2012. 〈ird-00797353〉
  • Meriam Bayoudh, Emmanuel Roux, Richard Nock, G. Richard. Automatic learning of structural knowledge from geographic information for updating land cover maps. Symposium of the Latin American Society for Remote Sensing and Spatial Information Systems (SELPER), Nov 2012, Cayenne, French Guiana. IRD, 10 p. multigr., 2012. 〈ird-00797337〉
  • Emmanuel Roux, A. de F. Venancio, Jean-François Girres, Cristina Romana. High resolution remote sensing and heterogeneous data analysis for local scale characterization of environmental risk: an application to Chagas disease in endemic areas. XIV Simpósio Brasileiro de Sensoriamento Remoto, 2009, Natal, Brazil. pp.7577-7586. 〈hal-01372842〉
  • Frédérique Seyler, Stéphane Calmant, J. Da Silva, N. Filizola, Emmanuel Roux, et al.. Monitoring water level in large trans-boundary ungauged basins with altimetry : the example of ENVISAT over the Amazon basin. Asia Pacific Remote Sensing Conference, Nov 2008, Nouméa, France. SPIE Proceedings, 7150, Remote Sensing of Inland, Coastal, and Oceanic Waters. 〈10.1117/12.813258〉. 〈hal-01370629〉
  • Joecila Santos da Silva, Emmanuel Roux, Otto Corrêa Rotunno Filho, Marie-Paule Bonnet, Frédérique Seyler, et al.. 3D Selection of ENVISAT Data for Improved Water Stage Times Series on the Rio Negro and Adjacent Wetlands (Amazon Basin). Second Space for Hydrology Workshop: "Surface Water Storage and Runoff: Modeling, In-Situ data and Remote Sensing", Nov 2007, Genève, Switzerland. 〈hal-01372814〉
  • Emmanuel Roux, Alfredo Hernandez, Laurence Graindorge, Guy Carrault, Philippe Mabo. Multivariate analysis of follow-up physiological data recorded by cardiac implantable devices. Computers in Cardiology, 2006, Valencia, Spain. Computers in Cardiology, 2006. 〈hal-01370980〉
  • Emmanuel Roux, F. Thiessard, A. Fourrier, B Bégaud, P Tubert-Bitter. Spontaneous Reporting System Modelling for Data Mining Methods Evaluation in Pharmacovigilance. Workshop Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP), held during the 9th Conference on Artificial Intelligence in Medicine Europe Conference on Artificial Intelligence (AIME), 2003, Protaras, Cyprus. 〈hal-01376397〉
  • Emmanuel Roux, Patrice Caulier, Anne-Pascale Godillon-Maquinghen, Stéphane Bouilland, Denis Bouttens. Fuzzy Decision Tree for the Objective Explanation of Subjective Functional Evaluation: Application to the Upper Limb. Workshop Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP), held during the European Conference on Artificial Intelligence (ECAI), 2002, Lyon, France. Working notes of workshop W21, 2002. 〈hal-01372740〉

Chapitre d'ouvrage6 documents

  • Emmanuel Roux, Morgan Mangeas, Vincent Herbreteau, Nadine Dessay, Mireille Fargette, et al.. Environnement-santé : modélisation multi-échelle de systèmes épidémiologiques. Systèmes complexes : de la biologie aux territoires, 2018. 〈hal-01959562〉
  • Paulo Peiter, Vivian Da Cruz Franco, Martha Suarez-Mutis, Benoît Van Gastel, Emmanuel Roux. Villes frontalières entre le Brésil et la Guyane française : un contexte de vulnérabilité sanitaire. Ville, Habitat, Habiter - Ciudad, Vivir, Habitar, 2018, 978-84-338-6204-4. 〈hal-01959682〉
  • A. Stefani, Emmanuel Roux, N. Villemant, M. Socorro Mendonça Gomez, M. Cruz. Inventaire, cartographie et analyse spatiale des données de paludisme dans la région transfrontalière de l’Oyapock (Guyane française et Amapá, Brésil). Rapport d’étude, OHM Oyapock, IRD, EPAT, UAG. NULL, 28 p., 2014, NULL. 〈hal-01791724〉
  • Jean-Marie Fotsing, Emmanuel Roux, Kenji Ose, Frédéric Huynh. Environnement géographique : apports de la télédétection, de la cartographie et des SIG. De la recherche en Guyane : la science par l'exemple, pp.73-78, 2011. 〈ird-01370039〉
  • Frédérique Seyler, S. Calmant, S. Silva J., G. Leon J., F. Frappart, et al.. New perspectives in monitoring water resources in large tropical transboundary basins based on remote sensing and radar altimetry.. Blöschl, G. Van de Giesen, N. Muralidharan, D. Ren, L. Seyler, F. Sharma, U. Vrba, J. Improving Integrated Surface and Groundwater Resources Management in a Vulnerable and Changing Word, IAHS Publication, pp. 282-288, 2009, 978-1-907161-01-8. 〈hal-01016500〉
  • Emmanuel Roux, Frantz Thiessard, Annie Fourrier-Réglat, Bernard Bégaud, Pascale Tubert-Bitter. Spontaneous Reporting System Modelling for the Evaluation of Automatic Signal Generation Methods in Pharmacovigilance. Advances in Statistical Methods for the Health Sciences, 2007, 978-0-8176-4542-7. 〈10.1007/978-0-8176-4542-7_5〉. 〈hal-01370731〉