Mots-clés

Nombre de documents

23

Germain Forestier


Article dans une revue17 documents

  • Arnaud Huaulmé, Sandrine Voros, Laurent Riffaud, Germain Forestier, Alexandre Moreau-Gaudry, et al.. Distinguishing surgical behavior by sequential pattern discovery. Journal of Biomedical Informatics, Elsevier, 2017, 67, pp.34 - 41. 〈10.1016/j.jbi.2017.02.001〉. 〈hal-01470402〉
  • Germain Forestier, François Petitjean, Laurent Riffaud, Pierre Jannin. Automatic matching of surgeries to predict surgeons next actions. Artificial Intelligence in Medicine, Elsevier, 2017, 〈10.1016/j.artmed.2017.03.007〉. 〈hal-01499246〉
  • Fabien Despinoy, Nabil Zemiti, Germain Forestier, Luis Alonso Sanchez Secades, Pierre Jannin, et al.. Evaluation of Contactless Human-Machine Interface for Robotic Surgical Training. International Journal of Computer Assisted Radiology and Surgery, Springer Verlag, 2017, 〈https://doi.org/10.1007/s11548-017-1666-6〉. 〈10.1007/s11548-017-1666-6〉. 〈lirmm-01577226〉
  • François Petitjean, Germain Forestier, Geoffrey Webb, Ann Nicholson, Yanping Chen, et al.. Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm. Knowledge and Information Systems (KAIS), Springer, 2016, 47, pp.1 - 26. 〈10.1007/s10115-015-0878-8〉. 〈hal-01455034〉
  • Fabien Despinoy, David Bouget, Germain Forestier, Cédric Penet, Nabil Zemiti, et al.. Unsupervised Trajectory Segmentation for Surgical Gesture Recognition in Robotic Training. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2016, 63 (6), pp.1280-1291. 〈10.1109/TBME.2015.2493100〉. 〈lirmm-01217023〉
  • Grégory Apou, Nadine Schaadt, Benoît Naegel, Germain Forestier, Ralf Schönmeyer, et al.. Detection of lobular structures in normal breast tissue. Computers in Biology and Medicine, Elsevier, 2016, 74, pp.91-102. 〈10.1016/j.compbiomed.2016.05.004〉. 〈hal-01321053〉
  • Germain Forestier, Cédric Wemmert. Semi-supervised learning using multiple clusterings with limited labeled data. Information Sciences, Elsevier, 2016, 361–362, pp.48-65. 〈10.1016/j.ins.2016.04.040〉. 〈hal-01355189〉
  • Mariem Mahfoudh, Germain Forestier, Laurent Thiry, Michel Hassenforder. Algebraic graph transformations for formalizing ontology changes and evolving ontologies. Knowledge-Based Systems, Elsevier, 2015, 73, pp.212-226. 〈10.1016/j.knosys.2014.10.007〉. 〈hal-01162612〉
  • Germain Forestier, Laurent Riffaud, Pierre Jannin. Automatic phase prediction from low-level surgical activities. International Journal of Computer Assisted Radiology and Surgery, Springer Verlag, 2015, pp.1-16. 〈10.1007/s11548-015-1195-0〉. 〈hal-01145855〉
  • Bernard Gibaud, Germain Forestier, Hugues Benoit-Cattin, Frédéric Cervenansky, Patrick Clarysse, et al.. OntoVIP: An ontology for the annotation of object models used for medical image simulation.. Journal of Biomedical Informatics, Elsevier, 2014, 52, pp.279-92. 〈10.1016/j.jbi.2014.07.008〉. 〈inserm-01062371〉
  • Alban Gaignard, Johan Montagnat, Bernard Gibaud, Germain Forestier, Tristan Glatard. Domain-specific summarisation of Life-Science e-experiments from provenance traces. Web Semantics: Science, Services and Agents on the World Wide Web, Elsevier, 2014, 17 p. 〈10.1016/j.websem.2014.07.001〉. 〈hal-01027596〉
  • Germain Forestier, Florent Lalys, Laurent Riffaud, D. Louis Collins, Jurgen Meixensberger, et al.. Multi-site study of surgical practice in neurosurgery based on surgical process models.. Journal of Biomedical Informatics, Elsevier, 2013, 46 (5), pp.822-9. 〈10.1016/j.jbi.2013.06.006〉. 〈inserm-00853846〉
  • Tristan Glatard, Carole Lartizien, Bernard Gibaud, Rafael Ferreira da Silva, Germain Forestier, et al.. A virtual imaging platform for multi-modality medical image simulation.. IEEE Transactions on Medical Imaging, Institute of Electrical and Electronics Engineers, 2013, 32 (1), pp.110-8. 〈10.1109/TMI.2012.2220154〉. 〈inserm-00762497〉
  • Germain Forestier, Florent Lalys, Laurent Riffaud, Brivael Trelhu, Pierre Jannin. Classification of surgical processes using dynamic time warping.. Journal of Biomedical Informatics, Elsevier, 2012, 45, pp.255-264. 〈10.1016/j.jbi.2011.11.002〉. 〈inserm-00669624〉
  • François Petitjean, Florent Masseglia, Pierre Gancarski, Germain Forestier. Discovering Significant Evolution Patterns from Satelllite Image Time Series. International Journal of Neural Systems, World Scientific Publishing, 2011, 21 (6), pp.15. 〈lirmm-00639480〉
  • Sébastien Derivaux, Germain Forestier, Cédric Wemmert, Sébastien Lefèvre. Supervised image segmentation using watershed transform, fuzzy classification and evolutionary computation. Pattern Recognition Letters, Elsevier, 2010, 31 (15), pp.2364-2374. 〈10.1016/j.patrec.2010.07.007〉. 〈hal-00512749〉
  • Cédric Wemmert, Anne Puissant, Germain Forestier, Pierre Gancarski. Multiresolution remote sensing image clustering. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2009, 6 (3), pp.533-537. 〈halshs-00520632〉

Communication dans un congrès5 documents

  • Mariem Mahfoudh, Laurent Thiry, Germain Forestier, Michel Hassenforder. Adaptation consistante d'ontologie à l'aide des grammaires de graphes. IC - 24èmes Journées francophones d'Ingénierie des Connaissances, Jul 2013, Lille, France. 2013. 〈hal-01104002〉
  • Germain Forestier, Florent Lalys, Laurent Riffaud, Brivael Trelhu, Pierre Jannin. Clustering de séquences d'activités pour l'étude de procédures neurochirurgicales. 12e Conférence Internationale Francophone sur l'Extraction et la Gestion des Connaissances, Feb 2012, Bordeaux, France. pp.489-494, 2012. 〈inserm-00670007〉
  • Germain Forestier, Florent Lalys, Laurent Riffaud, Brivael Trelhu, Pierre Jannin. Assessment of surgical skills using Surgical Processes and Dynamic Time Warping. M2CAI 2011 (MICCAI workshop) - Modelling and Monitoring of Computer-Assisted Intervention, Sep 2011, Toronto, Canada. 〈inserm-00617017〉
  • Sébastien Derivaux, Germain Forestier, Cédric Wemmert, Sébastien Lefèvre. Construction de détecteurs d'objets urbains à partir d'une ontologie. Atelier Extraction de COnnaissance à partir d'Images (ECOI), Journées Francophones Extraction et Gestion des Connaissances (EGC), 2008, France. 2008. 〈hal-00516099〉
  • Nicolas Durand, Sébastien Derivaux, Germain Forestier, Cédric Wemmert, Pierre Gancarski, et al.. Ontology-based Object Recognition for Remote Sensing Image Interpretation. 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), Oct 2007, Patras, Greece. 19th IEEE International Conference on Tools with Artificial Intelligence, 2007. ICTAI 2007, pp.472-479, 2007, 〈10.1109/ICTAI.2007.111〉. 〈hal-01463170〉

Chapitre d'ouvrage1 document

  • Germain Forestier, Francois Petitjean, Laurent Riffaud, Pierre Jannin. Optimal Sub-Sequence Matching for the Automatic Prediction of Surgical Tasks. Holmes, Bellazzi, Sacchi, & Peek (eds). Artificial Intelligence in Medicine, Springer, pp.123--132, 2015, Lecture Notes in Computer Science, 978-3-319-19550-6 978-3-319-19551-3. 〈10.1007/978-3-319-19551-3_15〉. 〈hal-01262692〉