The institute
FEMTO-ST
DISC department

Julien Henriet

Maître de conférences habilité à diriger des recherches
Profile picture for user henriet

Informatique

DISC department
DEODIS team
UFR ST
E-mail:
henriet [at] femto-st.fr

03.81.66.20.65

Address:
DISC - UFR-ST (Campus La Bouloie)

Bât C - 16 route de Gray CS11809
25030 BESANCON cedex

<p><strong>Deputy manager of DISC</strong></p><p><strong>Manager of the Computer Science Master-Engineer Cursus (CMI INFO) of UFC / UFR-ST</strong></p><p><strong>Deep Learning and Case-Based Reasoning for Healthcare and Education.</strong></p><p><strong>Research topics :</strong><br />I study&nbsp;different manners to associate <strong>Deep Learning and Case-Based Reasoning</strong> paradigms in order to give solutions to experts of <strong>Health, imagery, education and monitoring</strong>. Considering the emergence of the Internet of objects and captors which are now capable of analysing perceived data themselves, the integration of tools of these two paradigms inside these captors appears to be an advantage and offers interesting perspectives.</p><p><strong>28 articles published&nbsp;in ArtificiaI Intelligence and AI applied to HealthCare journals.</strong></p><p><strong>Deputy manager of 3 defended thesis in AI since 2016.</strong></p><p><strong>Manager and deputy manager&nbsp;of 2 ongoing thesis in AI.</strong></p><p><strong>Habilitation for thesis&nbsp;manager (HDR) defended in 2020: Contribution to the conception of distributed platforms based on Deep&nbsp;Learning and Cas-Based Reasoning.</strong></p><p><strong>Manager of 3 research projects since 2011:</strong></p><div><strong>Modeling Aids for Safe Surgery using Artifial Intelligence: MASSAI.</strong><br />FEDER&nbsp;project and <em>Funds for&nbsp;development of new numerical use</em>, September 2019&nbsp;to August&nbsp;2022, <br />Project manager, UFC FEMTO-ST DISC, CHU of Besançon, Aprogsys.</div><div>&nbsp;</div><p><strong>Segmentation of kidney tumors in children using Artificial Intelligence: SAIAD</strong>.<br />INTERREG&nbsp;project, January 2017&nbsp;to December 2022, <br />Project manager, UFC FEMTO-ST DISC, CHU of Besançon, MainCare Solutions, ÉPFL, CFI, Mirrakoï, ENNOÏA.</p><p><strong>Artificial Intelligence - Virtual Trainer: AI-VT.<br /></strong>FEDER project and Funds for development of new numerical use, January&nbsp;2020 to May 2023, <br />Collaborator, UFC FEMTO-ST DISC, UFC ELLIADD.</p><p><strong>Construction of breathing 3D personalized phantoms for radiotherapy : THORAX-4D.</strong><br />INSERM Physique Cancer (ANR Tecsan) project, December 2011 - December 2013, <br />Project manager, UFC FEMTO-ST,&nbsp;CHU of Besançon.</p>

Julien HENRIET's publications

View all publications (53)2026 (1)2025 (3)2024 (4)2023 (2)2022 (3)2021 (3)2020 (6)2019 (3)2018 (2)2017 (1)2016 (4)2014 (3)2013 (3)2012 (5)2011 (4)2010 (3)2009 (1)2006 (1)2005 (1)

2026 (1)

  • article - ICP-SWAn: A selective waveform analysis pipeline for conformal subpeak detection in intracranial pressure signals
    Biomedical Signal Processing and Control (Volume 112, Issue (Part A), feb 2026, Pages :108603 (21))
    Legé, Donatien | Balanca, Baptiste | Kazimierska, Agnieszka | Percevault, Gwendan | Ghibaudo, Valentin | Kokonendji, Célestin C. | Prud'Homme, Marion | Henriet, Julien
    ressource | doi

2025 (3)

  • inproceedings - Modèle de Recommandation Stochastique et de Raisonnement à Partir de Cas Appliqué à AI-VT
    12ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2025) / Villeneuve d'Ascq, France (2025, Pages pages 7)
    Soto Forero, Daniel | Betbeder, Marie-Laure | Henriet, Julien
    ressource | bibtex
    @inproceedings{70f3cc71-5788-41ac-87ca-28cf60de82db, title = {Mod\`ele de Recommandation Stochastique et de Raisonnement \`a Partir de Cas Appliqu\'e \`a AI-VT}, author = {Soto Forero, Daniel and Betbeder, Marie-Laure and Henriet, Julien}, year = {2025}, address = {Villeneuve d'Ascq, France}, booktitle = {12\`eme Conf\'erence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2025)}, editor = {70f3cc71-5788-41ac-87ca-28cf60de82db-editor.pdf}, month = {jun}, pages = {7}, url = {https://publiweb.femto-st.fr/tntnet/entries/21522/documents/author/data} }
  • article - Enhancing TESOL With AI, ITS, and Nao Robots
    Journal of Teaching English with Technology (TEwT) (Volume 25, Issue (1), 2025, Pages :83 - 109)
    Léon-Henri, Dana Di Pardo | Henriet, Julien | Betbeder, Marie-Laure | Greffier, Françoise | Carvalho, Floran
    doi
  • inproceedings - Ensemble Stacking Case-Based Reasoning and a Stochastic Recommender Algorithm with the Hawkes Process Applied to ITS AI-VT
    21th International Conference on Intelligent Tutoring Systems (ITS 2025) / Alexandroupolis, Greece (Publisher : Springer, Volume 15723, Series Lecture Notes in Computer Science (LNCS), 2025, Pages pages 17 - 31)
    Soto Forero, Daniel | Betbeder, Marie-Laure | Henriet, Julien
    ressource | doi | bibtex
    @inproceedings{675ec8f5-c64b-4636-8a06-5c7b41f90742, title = {Ensemble Stacking Case-Based Reasoning and a Stochastic Recommender Algorithm with the Hawkes Process Applied to ITS AI-VT}, author = {Soto Forero, Daniel and Betbeder, Marie-Laure and Henriet, Julien}, year = {2025}, address = {Alexandroupolis, Greece}, booktitle = {21th International Conference on Intelligent Tutoring Systems (ITS 2025)}, editor = {}, pages = {17 - 31}, url = {https://publiweb.femto-st.fr/tntnet/entries/21552/documents/author/data}, volume = {15723}, doi = {https://doi.org/10.1007/978-3-031-98281-1_2}, publisher = {Springer}, series = {Lecture Notes in Computer Science (LNCS)} }

2024 (4)

  • inproceedings - Ensemble Stacking Case-Based Reasoning for Regression
    32nd International conference on Case-based reasoning (ICCBR 2024) / Mérida, Mexico (2024, Pages pages 159 - 174)
    Soto Forero, Daniel | Betbeder, Marie-Laure | Henriet, Julien
    ressource | doi | bibtex
    @inproceedings{5fd6b5b3-ffe1-497b-b27e-c20644261537, title = {Ensemble Stacking Case-Based Reasoning for Regression}, author = {Soto Forero, Daniel and Betbeder, Marie-Laure and Henriet, Julien}, year = {2024}, address = {M\'erida, Mexico}, booktitle = {32nd International conference on Case-based reasoning (ICCBR 2024)}, editor = {}, month = {jul}, pages = {159 - 174}, url = {https://publiweb.femto-st.fr/tntnet/entries/20605/documents/author/data}, doi = {https://doi.org/10.1007/978-3-031-63646-2_11} }
  • inproceedings - The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models
    32nd International conference on Case-based reasoning (ICCBR 2024) / Mérida, Mexico (2024, Pages pages 191 - 205)
    Soto Forero, Daniel | Ackermann, Simha | Betbeder, Marie-Laure | Henriet, Julien
    ressource | doi | bibtex
    @inproceedings{f782eafd-11c0-474a-b21e-853d0c723439, title = {The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models}, author = {Soto Forero, Daniel and Ackermann, Simha and Betbeder, Marie-Laure and Henriet, Julien}, year = {2024}, address = {M\'erida, Mexico}, booktitle = {32nd International conference on Case-based reasoning (ICCBR 2024)}, editor = {}, month = {jul}, pages = {191 - 205}, url = {https://publiweb.femto-st.fr/tntnet/entries/20606/documents/author/data}, doi = {https://doi.org/10.1007/978-3-031-63646-2_13} }
  • article - Automatic Real-Time Adaptation of Training Session Difficulty Using Rules and Reinforcement Learning in the AI-VT ITS
    International Journal of Modern Education and Computer Science (IJMECS) (Volume 16, Issue (3), jun 2024, Pages :56 - 71)
    Soto Forero, Daniel | Ackermann, Simha | Betbeder, Marie-Laure | Henriet, Julien
    ressource | doi
  • article - Automation of Wilms’ tumor segmentation by artificial intelligence
    Cancer imaging (Volume 24, 2024, Pages :83 (7))
    Hild, Olivier | Berriet, Pierre | Nallet, Jérémie | Salvi, Lorédane | Lenoir, Marion | Henriet, Julien | Thiran, Jean-Philippe | Auber, Frédéric | Chaussy, Yann
    doi

2023 (2)

  • article - A Deep Learning-Based Automated Framework for Subpeak Designation on Intracranial Pressure Signals
    Sensors (Volume 23, Issue (18), sep 2023, Pages :7834 (17))
    Legé, Donatien | Gergelé, Laurent | Prud'Homme, Marion | Lapayre, Jean-Christophe | Launey, Yoann | Henriet, Julien
    ressource | doi
  • article - Deep learning for the detection of acquired and non-acquired skills in students’ algorithmic assessments
    Journal of Education and E-Learning Research (Volume 10, Issue (2), feb 2023, Pages :111 - 118)
    Carvalho, Floran | Henriet, Julien | Greffier, Françoise | Betbeder, Marie-Laure | Léon-Henri, Dana Di Pardo
    ressource | doi

2022 (3)

  • inproceedings - Analogy-Based Post-treatment of CNN Image Segmentations
    30th International conference on Case-based reasoning (ICCBR 2022) / Nancy, France (Volume 13405, Series Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI), 2022, Pages pages 318 - 332)
    Duck, Justine | Schaller, Romain | Auber, Frédéric | Chaussy, Yann | Henriet, Julien | Lieber, Jean | Nauer, Emmanuel | Prade, Henri
    ressource | doi | bibtex
    @inproceedings{474337d7-41f9-4332-8c3a-bacc164c3e56, title = {Analogy-Based Post-treatment of CNN Image Segmentations}, author = {Duck, Justine and Schaller, Romain and Auber, Fr\'ed\'eric and Chaussy, Yann and Henriet, Julien and Lieber, Jean and Nauer, Emmanuel and Prade, Henri}, year = {2022}, address = {Nancy, France}, booktitle = {30th International conference on Case-based reasoning (ICCBR 2022)}, month = {sep}, pages = {318 - 332}, url = {https://publiweb.femto-st.fr/tntnet/entries/19228/documents/author/data}, volume = {13405}, doi = {10.1007/978-3-031-14923-8_21}, series = {Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI)} }
  • inproceedings - Architecture SMA/RàPC enrichie d’outils d’aide à la décision pour prédire les risques en chirurgie
    30ème Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2022) / Saint-Etienne, France (2022, Pages pages 142 - 143)
    Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent | Auber, Frédéric
    ressource | bibtex
    @inproceedings{67f1a900-7bac-4ec6-a51a-edda0a1c0b0f, title = {Architecture SMA/R\`aPC enrichie d'outils d'aide \`a la d\'ecision pour pr\'edire les risques en chirurgie}, author = {Perez, Bruno and Lang, Christophe and Henriet, Julien and Philippe, Laurent and Auber, Fr\'ed\'eric}, year = {2022}, address = {Saint-Etienne, France}, booktitle = {30\`eme Journ\'ees Francophones sur les Syst\`emes Multi-Agents (JFSMA 2022)}, editor = {67f1a900-7bac-4ec6-a51a-edda0a1c0b0f-editor.pdf}, month = {jun}, pages = {142 - 143}, url = {https://publiweb.femto-st.fr/tntnet/entries/19161/documents/author/data} }
  • article - Analysis of temporal consistency management protocols for resource-constrained multi-agent systems
    Engineering and Applied Science Research (EASR) (Volume 49, Issue (1), 2022, Pages :65 - 72)
    Limame, Mohamed | Henriet, Julien | Lang, Christophe | Marilleau, Nicolas
    ressource

2021 (3)

  • article - A Cluster-Based Approach to Predict Serious Adverse Events in Surgery
    Expert Systems with Applications (Volume 184, dec 2021, Pages :115506 (14))
    Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent | Auber, Frédéric
    ressource | doi
  • inproceedings - Contributions to the Conception of Distributed Platforms Based on Deep Learning and Case-Based Reasoning
    7th KKU International Engineering Conference (KKU-IENC 2021) / Khon Kaen, Thailand (2021)
    Henriet, Julien
    ressource | bibtex
    @inproceedings{4bf0383c-b909-4274-ac76-265373caa126, title = {Contributions to the Conception of Distributed Platforms Based on Deep Learning and Case-Based Reasoning}, author = {Henriet, Julien}, year = {2021}, address = {Khon Kaen, Thailand}, booktitle = {7th KKU International Engineering Conference (KKU-IENC 2021)}, editor = {4bf0383c-b909-4274-ac76-265373caa126-editor.pdf}, month = {may}, url = {https://publiweb.femto-st.fr/tntnet/entries/17480/documents/author/data} }
  • article - Risk prediction in surgery using case-based reasoning and agent-based modelization
    Computers in Biology and Medicine (Volume 128, jan 2021, Pages :104040 (11))
    Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent | Auber, Frédéric
    ressource | doi

2020 (6)

  • article - 3D reconstruction of Wilms’ tumor and kidneys in children: Variability, usefulness and constraints
    Journal of Pediatric Urology (Volume 16, Issue (16), dec 2020, Pages :830.e1 - 830.e8)
    Chaussy, Yann | Vieille, Lorédane | Lacroix, Elise | Lenoir, Marion | Marie, Florent | Corbat, Lisa | Henriet, Julien | Auber, Frédéric
    ressource | doi
  • phdthesis -
    (oct 2020)
    Henriet, Julien
    bibtex
    @phdthesis{5b0d67f9-03cf-448b-8f81-6a64cd9bf818, author = {Henriet, Julien}, year = {2020}, month = {oct} }
  • article - Fusion of multiple segmentations of medical images using OV2ASSION and Deep Learning methods: Application to CT-Scans for tumoral kidney
    Computers in Biology and Medicine (Volume 124, sep 2020, Pages :103928 (11))
    Corbat, Lisa | Henriet, Julien | Chaussy, Yann | Lapayre, Jean-Christophe
    ressource | doi
  • article - A Fusion Method Based on Deep Learning and Case-Based Reasoning which Improves the Resulting Medical Image Segmentations
    Expert Systems with Applications (Volume 147, jun 2020, Pages :113200 (9))
    Corbat, Lisa | Nauval, Mohammad | Henriet, Julien | Lapayre, Jean-Christophe
    ressource | doi
  • inproceedings - A new adaptation phase for thresholds in a CBR system associated to a region growing algorithm to segment tumoral kidneys
    28th International conference on Case-based reasoning (ICCBR 2020) / Salamanca, Spain (Volume 12311, Series Lecture Notes in Computer Science (LNCS), 2020, Pages pages 97 - 111)
    Marie, Florent | Henriet, Julien | Lapayre, Jean-Christophe
    ressource | doi | bibtex
    @inproceedings{dc1bf0b7-e766-4169-9cd0-df685750f954, title = {A new adaptation phase for thresholds in a CBR system associated to a region growing algorithm to segment tumoral kidneys}, author = {Marie, Florent and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2020}, address = {Salamanca, Spain}, booktitle = {28th International conference on Case-based reasoning (ICCBR 2020)}, month = {jun}, pages = {97 - 111}, url = {https://publiweb.femto-st.fr/tntnet/entries/16651/documents/author/data}, volume = {12311}, doi = {10.1007/978-3-030-58342-2_7}, series = {Lecture Notes in Computer Science (LNCS)} }
  • article - Conflict management in the fusion of complementary segmentations of deformed kidneys and nephroblastoma
    Medical Image Analysis (Volume 60, feb 2020, Pages :101629 (11))
    Corbat, Lisa | Henriet, Julien | Lapayre, Jean-Christophe
    ressource | doi

2019 (3)

  • article - Segmentation of deformed kidneys and nephroblastoma using Case-Based Reasoning and Convolutional Neural Network
    Expert Systems with Applications (Volume 127, aug 2019, Pages :282 - 294)
    Marie, Florent | Corbat, Lisa | Chaussy, Yann | Henriet, Julien | Lapayre, Jean-Christophe
    ressource | doi
  • inproceedings - Synchronisation d’horloge dans un système multi-agents
    APIA (Conférence Nationale sur les Applications Pratiques de l'Intelligence Artificielle 2019) / Toulouse, France (2019, Pages pages 59 - 62)
    Limame, Mohamed | Henriet, Julien | Lang, Christophe | Marilleau, Nicolas
    ressource | bibtex
    @inproceedings{84b3eb77-9160-466f-b527-5c7f8b40a80a, title = {Synchronisation d'horloge dans un syst\`eme multi-agents}, author = {Limame, Mohamed and Henriet, Julien and Lang, Christophe and Marilleau, Nicolas}, year = {2019}, address = {Toulouse, France}, booktitle = {APIA (Conf\'erence Nationale sur les Applications Pratiques de l'Intelligence Artificielle 2019)}, month = {jul}, pages = {59 - 62}, url = {https://publiweb.femto-st.fr/tntnet/entries/16246/documents/author/data} }
  • inproceedings - Modèle multi-agents pour la prédiction des risques en chirurgie
    27ème Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2019) / Toulouse, France (2019, Pages pages 156 - 165)
    Perez, Bruno | Lang, Christophe | Henriet, Julien | Philippe, Laurent
    ressource | bibtex
    @inproceedings{bc4c7034-6df0-40fd-8d99-3dfa6d062ee8, title = {Mod\`ele multi-agents pour la pr\'ediction des risques en chirurgie}, author = {Perez, Bruno and Lang, Christophe and Henriet, Julien and Philippe, Laurent}, year = {2019}, address = {Toulouse, France}, booktitle = {27\`eme Journ\'ees Francophones sur les Syst\`emes Multi-Agents (JFSMA 2019)}, month = {jul}, pages = {156 - 165}, url = {https://publiweb.femto-st.fr/tntnet/entries/16247/documents/author/data} }

2018 (2)

  • inproceedings - Segmentation of Kidneys Deformed by Nephroblastoma using Case-Based Reasoning
    ICCBR 2018 – 26th International conference on Case-based reasoning / Stockholm, Sweden (2018, Pages pages 351 - 365)
    Marie, Florent | Corbat, Lisa | Delavelle, Thibault | Chaussy, Yann | Henriet, Julien | Lapayre, Jean-Christophe
    ressource | doi | bibtex
    @inproceedings{3e9ed4f0-6000-4782-9fd3-a194a865a3c6, title = {Segmentation of Kidneys Deformed by Nephroblastoma using Case-Based Reasoning}, author = {Marie, Florent and Corbat, Lisa and Delavelle, Thibault and Chaussy, Yann and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2018}, address = {Stockholm, Sweden}, booktitle = {ICCBR 2018 -- 26th International conference on Case-based reasoning}, editor = {3e9ed4f0-6000-4782-9fd3-a194a865a3c6-editor.pdf}, month = {jul}, pages = {351 - 365}, url = {https://publiweb.femto-st.fr/tntnet/entries/14957/documents/author/data}, doi = {10.1007/978-3-030-01081-2_16} }
  • inproceedings - AI-VT: An example of CBR that generates a variety of solutions to the same problem
    26th International conference on Case-based reasoning (ICCBR 2018) / Stockholm, Sweden (2018, Pages pages 243 - 258)
    Henriet, Julien | Greffier, Françoise
    ressource | doi | bibtex
    @inproceedings{db1b1790-fe1a-4fab-9d5a-e4669dcbc716, title = {AI-VT: An example of CBR that generates a variety of solutions to the same problem}, author = {Henriet, Julien and Greffier, Fran\c{c}oise}, year = {2018}, address = {Stockholm, Sweden}, booktitle = {26th International conference on Case-based reasoning (ICCBR 2018)}, month = {jul}, pages = {243 - 258}, url = {https://publiweb.femto-st.fr/tntnet/entries/14958/documents/author/data}, doi = {10.1007/978-3-030-01081-2_9} }

2017 (1)

  • inproceedings - Système AI-VT basé sur l’intelligence artificielle, générateur de listes d’exercices personnalisées et variées
    8ème Conférence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2017) / Strasbourg, France (2017, Pages pages 397 - 399)
    Henriet, Julien | Greffier, Françoise
    ressource | bibtex
    @inproceedings{53c743e9-c88a-415b-ae4d-e6eb02f4fdef, title = {Syst\`eme AI-VT bas\'e sur l'intelligence artificielle, g\'en\'erateur de listes d'exercices personnalis\'ees et vari\'ees}, author = {Henriet, Julien and Greffier, Fran\c{c}oise}, year = {2017}, address = {Strasbourg, France}, booktitle = {8\`eme Conf\'erence sur les Environnements Informatiques pour l'Apprentissage Humain (EIAH 2017)}, month = {jun}, pages = {397 - 399}, url = {https://publiweb.femto-st.fr/tntnet/entries/13995/documents/author/data} }

2016 (4)

  • article - Apport diagnostique des réseaux de neurones artificiels dans les tumeurs de Spitz de l’enfant et de l’adulte
    Annales de Dermatologie et de Vénéréologie (Volume 143, Issue (12), dec 2016, Pages :S240)
    Henriet, Julien | Monnin-Devalland, C. | Morello, Brigitte | Zerhouni, Noureddine
    ressource | doi
  • article - A self-adaptable distributed CBR version of the EquiVox system
    Biomedical Engineering: Applications, Basis and Communications (Volume 28 , Issue (4), sep 2016, Pages :1650028 (16))
    Henriet, Julien | Lang, Christophe | Muthada pottayya, Ronnie | Breschi Jimenez Ramirez, Karla
    ressource | doi
  • article - Development of a 4D numerical chest phantom with customizable breathing
    Physica Medica: European Journal of Medical Physics (Volume 32, Issue (6), jun 2016, Pages :795 - 800)
    Leni, Pierre-Emmanuel | Laurent, Rémy | Salomon, Michel | Gschwind, Régine | Makovicka, Libor | Henriet, Julien
    ressource | doi
  • article - Artificial Intelligence-Virtual Trainer: An educative system based on artificial intelligence and designed to produce varied and consistent training lessons
    Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology (Volume 231, Issue (2), jun 2016, Pages :110 - 124)
    Henriet, Julien | Lang, Christophe | Philippe, Laurent
    ressource | doi

2014 (3)

  • article - An iterative precision vector to optimise the CBR adaptation of EquiVox
    Engineering Applications of Artificial Intelligence (Volume EAAI2146, Issue (35), oct 2014, Pages :158 - 163)
    Henriet, Julien | Chatonnay, Pascal | Leni, Pierre-Emmanuel
    ressource | doi
  • article - Case-Based Reasoning adaptation of numerical representations of human organs by interpolation
    Expert Systems with Applications (Volume 41, Issue (2), feb 2014, Pages :260 - 266)
    Henriet, Julien | Leni, Pierre-Emmanuel | Laurent, Rémy | Salomon, Michel
    ressource | doi
  • article - Collaborative CBR-based agents in the preparation of varied training lessons
    International Journal of Computer Science in Sport (IJCSS) (Volume 13, Issue (2), 2014, Pages :4 - 19)
    Henriet, Julien
    ressource

2013 (3)

  • inproceedings - Integration of the lung motion into 3D phantoms
    / Nice, France (2013)
    Laurent, Rémy | Leni, Pierre-Emmanuel | Salomon, Michel | Henriet, Julien | Gschwind, Régine
    ressource | doi | bibtex
    @inproceedings{llsh+13:oip, title = {Integration of the lung motion into 3D phantoms}, author = {Laurent, R\'emy and Leni, Pierre-Emmanuel and Salomon, Michel and Henriet, Julien and Gschwind, R\'egine}, year = {2013}, address = {Nice, France}, month = {jun}, url = {https://publiweb.femto-st.fr/tntnet/entries/10119/documents/author/data}, doi = {10.1016/j.ejmp.2013.08.081} }
  • article - EQUIVOX: an example of adaptation using an artificial neural network on a case-based reasoning platform
    Biomedical Engineering: Applications, Basis and Communications (Volume 25, Issue (02), apr 2013, Pages :1350027: 13 pages)
    Henriet, Julien | Morello, Brigitte | Salomon, Michel | Farah, Jad | Laurent, Rémy | Sauget, Marc | Broggio, David | Franck, Didier | Makovicka, Libor
    ressource | doi
  • article - Introduction of a combination vector to optimise the interpolation of numerical phantoms
    Expert Systems with Applications (Volume 40, Issue (2), feb 2013, Pages :492 - 499)
    Henriet, Julien | Chatonnay, Pascal
    ressource | doi

2012 (5)

  • article - Data Processing using Artificial Neural Networks to Improve the Simulation of Lung Motion
    Biomedical Engineering: Applications, Basis and Communications (Volume 24, Issue (06), oct 2012, Pages :563 - 571)
    Laurent, Rémy | Salomon, Michel | Henriet, Julien | Sauget, Marc | Gschwind, Régine | Makovicka, Libor
    ressource | doi
  • article - Perspective of the NEMOSIS platform in the context of dose reduction in imaging
    Radioprotection (Volume 47, Issue (4), oct 2012, Pages :599 - 617)
    Laurent, Rémy | Gschwind, Régine | Salomon, Michel | Henriet, Julien | Makovicka, Libor
    ressource | doi
  • inproceedings - Adapting numerical representations of lung contours using Case-Based Reasoning and Artificial Neural Networks
    20th International conference on Case-based reasoning (ICCBR 2012) / Lyon, France (Volume 7466, Series Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI), 2012, Pages pages 137 - 151)
    Henriet, Julien | Leni, Pierre-Emmanuel | Laurent, Rémy | Roxin, Ana | Morello, Brigitte | Salomon, Michel | Farah, Jad | Broggio, David | Franck, Didier | Makovicka, Libor
    ressource | doi | bibtex
    @inproceedings{hllr+12:ip, title = {Adapting numerical representations of lung contours using Case-Based Reasoning and Artificial Neural Networks}, author = {Henriet, Julien and Leni, Pierre-Emmanuel and Laurent, R\'emy and Roxin, Ana and Morello, Brigitte and Salomon, Michel and Farah, Jad and Broggio, David and Franck, Didier and Makovicka, Libor}, year = {2012}, address = {Lyon, France}, booktitle = {20th International conference on Case-based reasoning (ICCBR 2012)}, month = {sep}, pages = {137 - 151}, url = {https://publiweb.femto-st.fr/tntnet/entries/867/documents/author/data}, volume = {7466}, doi = {10.1007/978-3-642-32986-9_12}, series = {Lecture Notes in Computer Science - Lecture Notes in Artificial Intelligence (LNAI)} }
  • article - Respiratory lung motion using an artificial neural network
    Neural Computing and Applications (Volume 21, Issue (5), jul 2012, Pages :929 - 934)
    Laurent, Rémy | Henriet, Julien | Salomon, Michel | Sauget, Marc | Gschwind, Régine | Makovicka, Libor
    ressource | doi
  • misc - NEMOSIS V1.0 du 21/09/11
    (apr 2012)
    Bosset, Jean-François | Henriet, Julien | Laurent, Rémy | Makovicka, Libor | Salomon, Michel
    bibtex
    @misc{bhlm+12:soft, title = {NEMOSIS V1.0 du 21/09/11}, author = {Bosset, Jean-Fran\c{c}ois and Henriet, Julien and Laurent, R\'emy and Makovicka, Libor and Salomon, Michel}, year = {2012}, month = {apr} }

2011 (4)

  • inproceedings - Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts
    EANN/AIAI 2011, Engineering Applications of Neural Networks / Corfu, Greece (Volume 363, Issue 1, Series IFIP Advances in Information and Communication Technology (IFIP AICT), 2011, Pages pages 182 - 191)
    Sauget, Marc | Henriet, Julien | Salomon, Michel | Contassot-Vivier, Sylvain
    ressource | doi | bibtex
    @inproceedings{shscv11:ip, title = {Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts}, author = {Sauget, Marc and Henriet, Julien and Salomon, Michel and Contassot-Vivier, Sylvain}, year = {2011}, address = {Corfu, Greece}, booktitle = {EANN/AIAI 2011, Engineering Applications of Neural Networks}, month = {sep}, number = {1}, pages = {182 - 191}, url = {http://dx.doi.org/10.1007/978-3-642-23957-1_21}, volume = {363}, doi = {10.1007/978-3-642-23957-1_21}, series = {IFIP Advances in Information and Communication Technology (IFIP AICT)} }
  • misc - EquiVox, projet T2IRM, Techniques Informatique Innovantes en Radiophysique Médicale
    (may 2011)
    Henriet, Julien | Makovicka, Libor | Sauget, Marc | Salomon, Michel | Broggio, David | Morello, Brigitte
    bibtex
    @misc{hmss+11:soft, title = {EquiVox, projet T2IRM, Techniques Informatique Innovantes en Radiophysique M\'edicale}, author = {Henriet, Julien and Makovicka, Libor and Sauget, Marc and Salomon, Michel and Broggio, David and Morello, Brigitte}, year = {2011}, month = {may} }
  • article - Utilisation d'un réseau de neurones artificiels pour la simulation des mouvements pulmonaires
    Cancer Radiothérapie (Volume 15, Issue (2), apr 2011, Pages :123 - 129)
    Laurent, Rémy | Henriet, Julien | Salomon, Michel | Sauget, Marc | Nguyen, France | Gschwind, Régine | Makovicka, Libor
    ressource | doi
  • article - Development of a New CBR-Based Platform for Human Contamination Emergency Situations
    Radiation Protection Dosimetry (Volume 144, Issue (1-4), mar 2011, Pages :564 - 570)
    Farah, Jad | Laurent, Rémy | Fontaine, E. | Henriet, Julien | Morello, Brigitte | Sauget, Marc | Salomon, Michel | Makovicka, Libor | Franck, Didier
    ressource | doi

2010 (3)

  • inproceedings - Efficient domain decomposition for a neural network learning algorithm
    20th International Conference on Artificial Neural Networks (ICANN 2010) / Munich, Germany (Volume 6352, Issue Part I, Series Lecture Notes in Computer Science (LNCS), 2010, Pages pages 261 - 266)
    Sauget, Marc | Laurent, Rémy | Henriet, Julien | Salomon, Michel | Gschwind, Régine | Contassot-Vivier, Sylvain | Makovicka, Libor | Soussen, Charles
    ressource | doi | bibtex
    @inproceedings{slhs+10:ip, title = {Efficient domain decomposition for a neural network learning algorithm}, author = {Sauget, Marc and Laurent, R\'emy and Henriet, Julien and Salomon, Michel and Gschwind, R\'egine and Contassot-Vivier, Sylvain and Makovicka, Libor and Soussen, Charles}, year = {2010}, address = {Munich, Germany}, booktitle = {20th International Conference on Artificial Neural Networks (ICANN 2010)}, month = {sep}, number = {Part I}, pages = {261 - 266}, url = {http://dx.doi.org/10.1007/978-3-642-15819-3_34}, volume = {6352}, doi = {10.1007/978-3-642-15819-3_34}, series = {Lecture Notes in Computer Science (LNCS)} }
  • article - Feasibilty study of a new platform based on the Case-Based Reasoning priciples to efficiently search and store voxel phantoms
    Radioprotection (Volume 45, Issue (1), jan 2010, Pages :67 - 82)
    Henriet, Julien | Farah, Jad | Morello, Brigitte | Bopp, Maurice | Broggio, David | Makovicka, Libor
    ressource | doi
  • article - A morphing technique applied to lung motion in radiotherapy: preliminary results
    Acta Polytechnica (Volume 50, Issue (6), 2010, Pages :57 - 65)
    Laurent, Rémy | Henriet, Julien | Gschwind, Régine | Makovicka, Libor
    ressource | doi

2009 (1)

  • article - Avenir des nouveaux concepts des calculs dosimétriques basés sur les méthodes de Monte Carlo
    Radioprotection (Volume 44, Issue (1), jan 2009, Pages :77 - 88)
    Makovicka, Libor | Vasseur, Aurélien | Sauget, Marc | Martin, Éric | Gschwind, Régine | Henriet, Julien | Salomon, Michel

2006 (1)

  • inproceedings - Validation of a Protocol for Communication Management in CSCW Systems Using a Coloured-Petri Net Modelization
    14th IEEE Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2006) / Montbéliard-Sochaux, France (2006, Pages pages 4)
    Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    doi | bibtex
    @inproceedings{ghl06:ip, title = {Validation of a Protocol for Communication Management in CSCW Systems Using a Coloured-Petri Net Modelization}, author = {Garcia, Eric and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2006}, address = {Montb\'eliard-Sochaux, France}, booktitle = {14th IEEE Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP 2006)}, month = {feb}, pages = {4}, doi = {10.1109/PDP.2006.69} }

2005 (1)

  • inproceedings - Towards an Optimistic Management of Concurrency: a Probabilistic Study of the Pilgrim Protocol
    9th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2005) / Coventry, United Kingdom (Publisher : Springer, Volume 3865, Series Lecture Notes in Computer Science (LNCS), 2005, Pages pages 51 - 60)
    Garcia, Eric | Guyennet, Hervé | Henriet, Julien | Lapayre, Jean-Christophe
    doi | bibtex
    @inproceedings{gghl05b:ij, title = {Towards an Optimistic Management of Concurrency: a Probabilistic Study of the Pilgrim Protocol}, author = {Garcia, Eric and Guyennet, Herv\'e and Henriet, Julien and Lapayre, Jean-Christophe}, year = {2005}, address = {Coventry, United Kingdom}, booktitle = {9th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2005)}, editor = {gghl05b:ij-editor.pdf}, month = {may}, pages = {51 - 60}, volume = {3865}, doi = {10.1007/11686699_6}, publisher = {Springer}, series = {Lecture Notes in Computer Science (LNCS)} }