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Julien Henriet

Julien Henriet

Distributed artificial intelligence

DISC
Group : DEODIS
UFC - IUT Belfort Montbéliard

Assistant professor

  • Tel. : 03.81.66.20.65
  • Email : henriet@femto-st.fr
  • Office : 429C
  • Address : Pôle Universitaire de Montbéliard 25211 MONTBELIARD cedex

Distributed Artificial Intelligence, Case-Based Reasoning, Multi-Agent Systems, Medical Imaging.

Research topics :
​I particularly study the process of adaptation in Distributed Case-Based Reasoning Systems, interpolations and knowledge models. Hence, I am also interested in other tools of Artificial Intelligence : Multi-Agent Systems, genetic Algorithms, Artificial Neural Networks, Knowledge models

The main application domain is medical imaging.

Research projects:

Knowledge management in order to improve image segmentation using artificial intelligence tools,
Yann Chaussy, thesis at Univ. Bourgogne-Franche-Comté, december 2017.

Collaboration between agents using case-based reasoning,
Mohamed Amine Limane, thesis of Univ. Pierre et Marie Curie, december 2017.

Construction of 3D tumoral kidneys using distributed artificial intelligence,
Lisa Corbat, thesis of Univ. Bourgogne-Franche-Comté, october 2017.

Case-based resonaing system for growing region segmentation,
Thibault Delavelle, Master 2 IPAC, Univ. of Lorraine, February to September 2017.

Medical image segmentation using Deep Learning - Study and implementation,
Lisa Corbat, Master 2 Research in Computer science, Univ. Bourgogne-Franche-Comté, February to June 2017.

SAIAD: Automatic segmentation of kidneys with cancer tumors using Distributed Artificial Intelligence tools
INTERREG project, january 2017 to december 2019,
Project manager, FEMTO-ST DISC, CHRUB, Ido-In, EPFL, CFI.

Concurrency management of solutions provided by distributed artificial intelligence tools for medical image segmentation,
Florent Marie, thesis of Univ. Bourgogne-Franche-Comté, supported by Communauté d'Agglomération du Grand Besançon, october 2016.

Prediction of surgery risks through a modelisation of the surgery space, medical staff and tools,
Bruno Perez, thesis of Univ. Bourgogne-Franche-Comté, october 2016.

Integration of connected tools into an intelligent platform in order observe, diagnose and predict patient's health,
Réda Aazmi, engineer student of ENSMM, juin 2016 to december 2016.

Predictive modelisation in order to evaluante risks in surgery,
Bruno Perez, Master 2 computer science, Université de Franche-Comté, September 2015 - June 2016.

Medical imaging application in order to improve kidney cancer diagnosis,
Nizar Ouardiane, Thomas Pradal, Master 2 Computer science, Université de Franche-Comté, September 2015 - February 2016.

Medical image segmentation,
Olivier Boissard, Antoine Lavier, Master 2 Computer science, Université de Franche-Comté, September 2015 - February 2016.

Multi-agent based simulator for radiotherapy,
Emilie Greussard, Karla Breschi, Ronnie Pottaya, Master 2 computer science, Université de Franche-Comté, September 2013 - February 2014.

Construction of breathing 3D personalized phantoms for radiotherapy : THORAX-4D,
Projet INSERM Physique Cancer (ANR Tecsan), December 2011 - December 2013,
Project manager, IRMA (Université de Franche-Comté) / Radiotherapy Dept of CHU of Besançon.

Lung motion simulation through artificial neural networks,
Rémy Laurent, thesis of Université de Franche-Comté September 2008 - September 2011.

You can find here my publication list. If you want to obtain a copy of one of them and you can not obtain it otherwise, please contact me

Publication list :

Category article
2016
  • 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
    pdf | doi | bibtex
  • 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 A venir, Issue (A veir), jun 2016, Pages :651013 (15 pages))
    Henriet, Julien
    pdf | doi | bibtex
  • 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
    pdf | doi | bibtex
  • 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 pages))
    Henriet, Julien | Lang, Christophe | Muthada pottayya, Ronnie | Breschi Jimenez Ramirez, Karla
    pdf | doi | bibtex
2014
  • 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
    pdf | doi | bibtex
  • Introduction of a multiagent paradigm to optimise a case-based reasoning system designed to personalise three-dimensional numerical representations of human organs
    Biomedical Engineering: Applications, Basis and Communications (Volume 26, Issue (5), oct 2014, Pages :1450060 (11 pages))
    Henriet, Julien | Lang, Christophe
    doi | bibtex
  • 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
    doi | bibtex
  • 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
    pdf | bibtex
2013
  • 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
    pdf | doi | bibtex
  • 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
    pdf | doi | bibtex
2012
  • Respiratory lung motion using an artificial neural network
    Neural Computing & Applications (Volume 21, Issue (5), jul 2012, Pages :929 - 934)
    Laurent, Rémy | Henriet, Julien | Salomon, Michel | Sauget, Marc | Gschwind, Régine | Makovicka, Libor
    pdf | doi | bibtex
  • 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
    pdf | doi | bibtex
  • 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
    doi | bibtex
2011
  • 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
    doi | bibtex
  • 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
    doi | bibtex
2010
  • 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
    doi | bibtex
  • A morphing technique applied to lung motion in radiotherapy: preliminary results
    Acta Polytechnica, Journal of Advanced Engineering (Volume 50, Issue (6), 2010, Pages :57--65)
    Laurent, Rémy | Henriet, Julien | Gschwind, Régine | Makovicka, Libor
    pdf | bibtex
2009
  • Avenir des nouveaux concepts des calculs dosimétriques basés sur les méthodes de Monte Carlo
    Radioprotection (Volume 44, Issue (1), jan 2009, Pages :77 - 88)
    Salomon, Michel | Sauget, Marc | Vasseur, Aurélien | Martin, Éric | Henriet, Julien | Mackovicka, L. | Gschwind, Régine
    bibtex
2005
  • Research Approach Advance in Concurrency Management Algorithms for Cooperative Work
    International Journal of Computer Science and Network Security (IJCSNS) (Volume 5, Issue (10), oct 2005, Pages :1 - 12)
    Garcia, Eric | Guyennet, Hervé | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
Category inproceedings
2017
  • Système AI-VT basé sur l’intelligence artificielle, générateur de listes d’exercices personnalisées et variées
    Environnements Informatiques pour l'Apprentissage Humain (EIAH 2017) / Strasbourg, France (2017, Pages pages 397 - 399)
    Henriet, Julien | Greffier, françoise
    pdf | bibtex
2013
  • Integration of the lung motion into 3D phantoms
    / Nice, France (2013)
    Laurent, Rémy | Leni, Pierre-Emmanuel | Salomon, Michel | Henriet, Julien | Gschwind, Régine
    pdf | doi | bibtex
2012
  • Adapting numerical representations of lung contours using Case-Based Reasoning and Artificial Neural Networks
    ICCBR 2012, 20-th Int. Conf. on Case-Based Reasoning / Lyon, France (Volume 7466, 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
    bibtex
2011
  • 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, 2011, Pages pages 182--191)
    Sauget, Marc | Henriet, Julien | Salomon, Michel | Contassot-Vivier, Sylvain
    doi | bibtex
2010
  • Efficient domain decomposition for a neural network learning algorithm
    ICANN 2010, Int. Conf. on Artificial Neural Networks / Thessaloniki, Greece (Volume 6352, 2010, Pages pages 261--266)
    Sauget, Marc | Laurent, Rémy | Henriet, Julien | Salomon, Michel | Gschwind, Régine | Contassot-Vivier, Sylvain | Makovicka, Libor | Soussen, Charles
    doi | bibtex
2006
  • Validation of a Protocol for Communication Management in CSCW Systems Using a Coloured-Petri Net Modelization
    PDP 2006, Procs of the 14th IEEE Euromicro Conference on Parallel, Distributed and Network based Processing / Montbéliard, France (2006, Pages pages 272--275)
    Garcia, Eric | Lapayre, Jean-Christophe | Henriet, Julien
    bibtex
2005
  • Towards an Optimistic Management of Concurrency: a Probabilistic Study of the Pilgrim Protocol
    Computer Supported Cooperative Work in Design II (Publisher : Springer, Volume 3865, 2005, Pages pages 51 - 65)
    Garcia, Eric | Guyennet, Hervé | Henriet, Julien | Lapayre, Jean-Christophe
    doi | bibtex
  • Multimedia Flow Transmission Policies for Collaborative Platform based on SOAP
    Procs of the 1st IEEE Int. Conf. on Distributed Frameworks for Multimedia Applications, DFMA'2005 / Besançon, France (2005, Pages pages 32--38)
    Hantz, Fabien | Henriet, Julien
    bibtex
  • Study of an Optimistic Protocol for Concurrency Management in CSCW
    Procs. of the 9th IEEE Int. Conf. on CSCW in Design / Coventry, United Kingdom (Volume 1, 2005, Pages pages 128--133)
    Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
  • Comparison of Optimistic and Pessimistic Pilgrims for Concurrency Management in CSCW through a Probabilistic Study
    3rd IEEE Int. Conf. on Information Technology: Research and Education (ITRE 05) / Hsinchu, Taiwan (Publisher : IEEE, 2005, Pages pages 307--311)
    Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
  • Modelization of a Communication Protocol for CSCW Systems Using Coloured Petri Nets
    The 2nd Int. Conf. on Cooperative Design, Visualization and Engineering, CDVE 2005 / Palma de Mallorca, Spain (Publisher : Springer, Volume 3675, 2005, Pages pages 14--21)
    Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
2004
  • Gestion du multimédia sur une plate-forme générique basée sur les Web-services
    procs. of the IEEE Int. Conf. SETIT'2004 / Sousse, Tunisia (2004, Pages pages 104-112)
    Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
  • Comparison of Continuous Flow Transmission Strategies Over A Distributed Platform Based on SOAP
    IEEE Int. Conf. on Services Computing (SCC'04) / Shangai, China (2004, Pages pages 664--669)
    Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
  • Le pèlerin optimiste. Gestion de la concurrence dans les collectitiels : vers des protocoles optimistes
    7th African Conference on Research in Computer Science, CARI'04 / Hammamet, Tunisia (2004, Pages pages 389--396)
    Ba, Tafsir | Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
Category misc
2012
  • NEMOSIS V1.0 du 21/09/11
    (apr 2012)
    Bosset, Jean-François | Henriet, Julien | Laurent, Rémy | Makovicka, Libor | Salomon, Michel
    bibtex
2011
  • EquiVox, projet T2IRM, Techniques Informatique Innovantes en Radiophysique Médicale
    (may 2011)
    Henriet, Julien | Makovicka, Libor | Sauget, Marc | Salomon, Michel | Broggio, David | Morello, Brigitte
    bibtex
Category phdthesis
2005
  • Evaluation, optimisation et validation de protocoles distribués de gestion de la concurrence pour les interactions coopératives
    (dec 2005, Thèse de {D}octorat)
    Henriet, Julien
    pdf | bibtex
Category techreport
2005
  • Modeling the Chameleon using a Coloured-Petri Net: Proof and Validation
    LIFC - Laboratoire d'Informatique de l'Université de Franche-Comté (mar 2005, Technical Report, Number RT2005-03)
    Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
2004
  • State of the Art of Web Portal Technology and ERP
    ITEA Proteus (apr 2004, Délivrable D4.1, Number )
    Garcia, Eric | Henriet, Julien
    bibtex
  • Definition of Web Portal Architecture
    ITEA Proteus (jun 2004, Délivrable D4.3, Number )
    Garcia, Eric | Henriet, Julien
    bibtex
  • e-Documentation Server Architecture Design
    ITEA Proteus (sep 2004, Délivrable D1.2, Number )
    Henriet, Julien | Saint-Voirin, David
    bibtex
  • The Optimistic Pilgrim: Proof and Validation
    LIFC - Laboratoire d'Informatique de l'Université de Franche-Comté (feb 2004, Technical Report, Number RT2004-02)
    Ba, Tafsir | Garcia, Eric | Henriet, Julien | Lapayre, Jean-Christophe
    bibtex
2003
  • Requirements specification for an integrated maintenance platform
    ITEA Proteus (mar 2003, Délivrable D6.2, Number )
    Garcia, Eric | Lang, Christophe | Henriet, Julien | Salvadori, Michel
    bibtex
  • Requirement Specifications of the Web Portal and ERP
    ITEA Proteus (dec 2003, Délivrable D4.2, Number )
    Garcia, Eric | Guyennet, Hervé | Lapayre, Jean-Christophe | Henriet, Julien | Salvadori, Michel
    bibtex