Luc Duong

Presentation

Département de génie logiciel et des TI

Research interests:

  • Information and Communications Technologies
  • Health

Research areas:

  • Medical Imaging
  • Computer graphics (2D/3D)
  • Artificial intelligence
  • Multimedia and image processing
  • Pattern recognition and machine learning
  • Computer vision
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Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling
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Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling
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Medical Imaging : Visualization, Image-Guided Procedures, and Modeling
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Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I
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Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT)
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14th IEEE International Symposium on Biomedical Imaging (ISBI)
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2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
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2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013)
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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2015 IEEE International Conference on Image Processing (ICIP)
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21st International Conference on Pattern Recognition (ICPR)
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2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
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Medical Imaging 2012: Image Processing
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2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
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SPIE Medical Imaging 2010 : Visualization, Image-Guided Procedures, and Modeling
Publications: patent

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14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017
Publications: conference_itemau

Publications: conference_item
Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling
Courses and support services

Assistance to students

Mémoire à 30 crédits

    Co-directed by: Desrosiers, Christian
    Modèle stochastique de compensation du mouvement cardiaque lors d'interventions percutanées des artères coronaires, by Hadida,Jonathan.
    Winter 2012

    Recalage rigide 3D-2D par intensité pour le traitement percutané des cardiopathies congénitales, by Couet,Julien.
    Winter 2012

    Reconstruction 3D+T des artères coronaires à partir d'une séquence rotationnelle angiographique, by Plourde,Mathieu.
    Winter 2013

    Co-directed by: Lippé, Sarah
    Analyse du corps calleux de survivants de la leucémie aiguë lymphoblastique pédiatrique à partir d'imagerie par résonance magnétique du cerveau, by Beaumont,Sylvain.
    Summer 2017

    Calibrage d'un système angiographique biplan pour la reconstruction 3D des artères pulmonaires, by Vachon,Etienne.
    Summer 2015

    Co-directed by: Desrosiers, Christian
    Évaluation d'une nouvelle technique de compensation du mouvement des artères coronaires à partir d'une angiographie, by Martin,Jean-Philippe.
    Fall 2015

    Reconstruction 3D de structures vasculaires par coloriage voxélique à partir d'angiographie biplan, by Martin,Rémi.
    Summer 2017

    Apprentissage profond pour l'identification automatique de l'indice de Risser, by Kaddioui,Houda.
    Winter 2019

Thèse de doctorat (recherche appliquée)

    Co-directed by: Cheriet, Mohamed
    Angiographic Image Analysis for the Diagnosis of Coronary Disease in Young Patients, by M'Hiri,Faten.
    Winter 2016

    Co-directed by: Arambula, Fernando
    Shape analysis for assessment of progression in spinal deformities, by Garcia Cano Castillo,Edgar Eduardo.
    Fall 2018

    Co-directed by: Dahdah, Nagib Dr
    Characterization of coronary artery tissues with Kawasaki disease from OCT images, by Abdolmanafi,Atefeh.
    Winter 2018

    Co-directed by: Ratté, Sylvie
    Characterization of Septal Defects in Three-dimensional (3D) Transesophageal Echocardiography (TEE), by Tibamoso Pedraza,Gerardo.
    Fall 2019

    Motion Compensation in Cardiac Applications with CNNs, by Azizmohammadi,Fariba.
    Fall 2019

    Évaluation des technologies de réalité augmentée pour l'assistance des cardiologues pour la pose de stent en cathétérisme cardiaque par visualisation 3D des structures vasculaires, by Martin,Rémi.
    Fall 2019

Projet d'application à 15 crédits

    Consultation de dossier patient sous la plateforme iPad, by Dridi,Makrem.
    Fall 2011

    Recalage élastique d'images 2D par la méthode des thin-plate splines, by Aissa-Mebrek,Lazhar.
    Summer 2013

    Modélisation de l'arche aortique et des valves, by Tran,Guy-Yoan.
    Winter 2013

    Calibration de caméra à partir de 8 points de correspondance, by Lefranc,Alexandre.
    Winter 2013

    Recalage rigide par ICP, by Blaise,Antoine.
    Winter 2013

    Classification of Congenital Heart Deseases from Magnetic Resonance IMAGing, by Martins de Souza,Cleiton.
    Summer 2015

    Évaluation d'une solution avec code pour la téléformation en chirurgie cardiaque, by Janson,Yann.
    Fall 2014

    Automatisation et optimisation des processus d'une entreprise de commerce électronique par l'implémentation d'une application web multi-tâches. Étude de cas : Seido Co. Ltd, by Duong,Tony.
    Fall 2018

    Co-directed by: Laporte, Claude Y.
    Développement d'un système de gestion d'inventaire pour l'entreprise Zorah Biocosmétiques (SYS-GIZ) avec l'implémentation de la norme ISO/IEC 29110, by Colas,Ezéchiel.
    Fall 2018

Rapport technique à 6 crédits

    Amélioration de l'apprentissage machine pour les systèmes de détection automatique du cancer du sein, by Ba,Papa Gorgui.
    Fall 2014

    Évaluation du codec HEVC pour de la vidéoconference en salle d'opération, by Lambert,Simon.
    Winter 2016

Stage industriel et rapport technique, 3 cr.

    Base de données pour le suivi des projets, by Djeukui Nana,Claude Michelle.
    Fall 2017

Projet d'intervention en entreprise à 15 crédits

    Co-directed by: Bouchard, Marc-André
    Conception, développement et mise en production d'une application WEB intégrée dans des machines distributrices de bracelets RFID, by Hello,Anouk.
    Summer 2019

Publications
Peer-reviewed article published in a refereed journal (12)

Atefeh Abdolmanafi, Luc Duong, Farida Cheriet, Nagib S. Dahdah. 2019. « Intra-slice motion correction of intravascular OCT images using deep features ». IEEE Journal of Biomedical and Health Informatics, vol.23, p. 931-941.

Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Ibrahim Ragui Adib, Farida Cheriet. 2018. « Characterization of coronary artery pathological formations from OCT imaging using deep learning ». Biomedical Optics Express, vol.9, p. 4936-4960.

Edgar Garcia-Cano, Fernando Arambula Cosio, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle. 2018. « Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis ». Medical and Biological Engineering and Computing, vol.56, p. 2221-2231.

Edgar Garcia-Cano, Fernando Arambula Cosio, Luc Duong, Christian Bellefleur, Marjolaine Roy-Beaudry, Julie Joncas, Stefan Parent, Hubert Labelle. 2018. « Prediction of spinal curve progression in adolescent idiopathic scoliosis using random forest regression ». Computers in Biology and Medicine, vol.103, p. 34-43.

L. Gundelwein, J. Miró, F. Gonzalez Barlatay, C. Lapierre, K. Rohr, L. Duong. 2018. « Personalized stent design for congenital heart defects using pulsatile blood flow simulations ». Journal of Biomechanics, vol.81, p. 68-75.

Atefeh Abdolmanafi, Luc Duong, Nagib Dahdah, Farida Cheriet. 2017. « Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography ». Biomedical Optics Express, vol.8, p. 1203-1220.

Faten M’hiri, Luc Duong, Christian Desrosiers, Nagib Dahdah, Joaquim Miró, Mohamed Cheriet. 2017. « Automatic evaluation of vessel diameter variation from 2D X-ray angiography ». International Journal of Computer Assisted Radiology and Surgery, vol.12, p. 1867-1876.

Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Leye, Joaquim Miró, Mohamed Cheriet. 2016. « A graph-based approach for spatio-temporal segmentation of coronary arteries in X-ray angiographic sequences ». Computers in Biology and Medicine, vol.79, p. 45-58.

Himani Arora, K. K. Shukla, Luc Duong. 2013. « Stent fitting using cylindrical affine transformation model for pulmonary artery ». International Journal of Computer Applications, vol.70, p. 36-41.

Jean-Marc Mac-Thiong, Luc Duong, Stefan. Parent, Michael Timothy Hresko, John R. Dimar, Mark. Weidenbaum, Hubert Labelle. 2012. « Reliability of the spinal deformity study group classification of lumbosacral spondylolisthesis ». Spine, vol.37, p. E95-E102.

Luc Duong, Farida Cheriet, Hubert Labelle. 2010. « Automatic detection of scoliotic curves in posteroanterior radiographs ». IEEE Transactions on Biomedical Engineering, vol.57, p. 1143-1151.

Rui Liao, Luc Duong, Yiyong Sun, Klaus Kirchberg. 2010. « 3-D reconstruction of the coronary artery tree from multiple views of a rotational X-ray angiography ». The International Journal of Cardiovascular Imaging, vol.26, p. 733-749.

Non-peer-reviewed article published in a journal or magazine (2)

Edgar Garcia Cano, Fernando Arambula, Luc Duong, Christian Bellefleur, Marjolaine Roy Beaudry, Julien Joncas, Stephan Parent. 2018-11-19. « Classification dynamique de courbes vertébrales anormales ». Substance ÉTS, vol.,

Edgar Garcia Cano, Fernando Arambula, Luc Duong, Christian Bellefleur, Marjolaine Roy Beaudry, Julien Joncas, Stephan Parent. 2018-11-19. « Dynamic Classification of Abnormal Spinal Curves ». Substance ÉTS, vol.,

Book (1)

Jorge Cardoso, Tal Arbel, Su-Lin Lee, Veronika Cheplygina, Simone Balocco, Diana Mateus, Guillaume Zahnd, Lena Maeir-Hein, Stefanie Demirci, Éric Granger, Luc Duong, Marc-André Carbonneau, Shadi Albarqouni, Gustavo%I Springer Carneiro. 2017. « Intravascular imaging and computer assisted stenting, and large-scale annotation of biomedical data and expert label synthesis : 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017 ». 166 p.

Communication (11)

H. Kaddioui, J. Joncas, C. Bellefleur, G. Grimard, H. Labelle, L. Duong. 2017. « Automatic assessment of the risser grade from x-ray images ». Communication during a conference : Réunion Annuelle de la Société de la Scoliose du Québec ( Charlevoix, QC, Canada, 19-21 oct. 2017 )

E. Garcia-Cano, F. Arambula-Cosio, L. Duong, C. Bellefleur, M. Roy-Beaudry, J. Joncas, S. Parent, H. Labelle. 2016. « Dynamic ensemble selection of learner-descriptor classifiers to assess curve types in adolescent idiopathic scoliosis : a preliminary study ». Communication during a conference : 46e Réunion Annuelle de la Société de la Scoliose du Québec ( Estérel, QC, Canada, 20-22 oct. 2016 )

E. Garcia-Cano, F. Arambula-Cosio, L. Duong. 2015. « Ensemble-of-classifier approach for 3D classification of spinal deformities ». Communication during a conference : 45e Réunion annuelle de la Société de Scoliose du Québec (SSQ) ( L'Estérel, QC, Canada, Oct. 15-17, 2015 )

J. P. Martin, C. Desrosiers, L. Duong. 2015. « Utilisation d'un fantôme multimodalité cardiothoracique (XCAT) pour la validation d'algorithmes de compensation de mouvement ». Communication during a conference : 6e Journée Cardio-pédiatrique et Foeto-maternelle en recherche (JCF 2015) ( Montréal, QC, Canada, 19 mars 2015 )

J. P. Martin, C. Desrosiers, L. Duong. 2014. « Compensation du mouvement cardiorespiratoire à partir de coronarographies ». Communication during a conference : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JFC) ( Montreal, QC, Canada, Fév. 2014 )

F. M'Hiri, N. Dahdah, L. Duong, C. Desrosiers, M. Leye, J. Miró, M. Cheriet. 2014. « Analyse automatique de distensibilité des artères à partir des séquences angiographiques 2D ». Communication during a conference : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Fév. 2014 )

E. Vachon, J. Miró, L. Duong. 2014. « Étude préliminaire sur la reconstruction 3D du guide à partir d'images fluoroscopiques ». Communication during a conference : 5e Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Fév. 2014 )

F. M'Hiri, P. Adjagba, M. Bakloul, C. Desrosiers, L. Duong, M. Cheriet, C. Lapierre, J. Miró. 2013. « Extraction de structures vasculaires à partir d'angiographies 2D ». Communication during a conference : 4ème Journée Cardio-pédiatrique et Foeto-maternelle (JCF) ( Montreal, QC, Canada, Mars 2013 )

Luc Duong. 2011. « Logiciel d'assistance pour le traitement des artères coronaires ». Communication during a conference : SIGGRAPH Montreal Rewind 2011 ( Montréal, QC, Canada, 16 mars 2011 )

Luc Duong. 2011. « Towards motion compensation for interventional cardiology ». Communication during a conference : XII Symposio Mexicano en Cirugía Asistida por Computadora y Procesamiento de Imágenes Médicas (MEXCAS) ( Mexico City, Mexico, 30 septembre 2011 )

C. Chevrefils, Luc Duong, Farida Cheriet, Stefan Parent, Carl-Éric Aubin. 2010. « 3D/2D registration of pre-operative MRI models with a single radiographic image : feasibility study ». Communication during a conference : 8th International Research Society on Spinal Deformities (IRSSD) Meeting ( Montréal, Canada, July 1-3, 2010 )

Conference report (17)

Remi Martin, Etienne Vachon, Joaquim Miro, Luc Duong. 2017. « 3D reconstruction of vascular structures using graph-based voxel coloring ». 14th IEEE International Symposium on Biomedical Imaging (ISBI) (Melbourne, VIC, Australia, Apr. 18-21, 2017) p. 1032-1035. IEEE Computer Society.

Gerardo Tibamoso, Sylvie Ratté, Luc Duong. 2017. « Left ventricle wall detection from ultrasound images using shape and appearance information ». 14th International Conference on Image Analysis and Recognition, ICIAR 2017, July 5, 2017 - July 7, 2017 (Montreal, QC, Canada, July 05-07, 2017) p. 63-70. Springer Verlag.

Étienne Vachon, Joaquim Miró, Luc Duong. 2017. « Online C-arm calibration using a marked guide wire for 3D reconstruction of pulmonary arteries ». Medical Imaging 2017: Image-Guided Procedures, Robotic Interventions, and Modeling (Orlando, FL, USA, Feb. 11-16, 2017) 6 p. SPIE.

Atefeh Abdolmanafi, Arpan Suravi Prasad, Luc Duong, Nagib Dahdah. 2016. « Classification of coronary artery tissues using optical coherence tomography imaging in Kawasaki disease ». Medical Imaging 2016: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 27, 2016) 7 p. SPIE.

Xavier Jordi Oller, Lina Gundelwein, Joaquim Miro, Luc Duong. 2016. « Automatic stent fitting using CFD estimates of hemodynamic parameters for pulmonary artery stenosis ». Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (CVII-STENT) (Athens, Grece, Oct. 17-21, 2016)

Faten M'Hiri, T. Hoang Ngan Le, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2015. « Hierarchical segmentation and tracking of coronary arteries in 2D X-ray angiography sequences ». 2015 IEEE International Conference on Image Processing (ICIP) (Quebec City, QC, Canada, Sept. 27-30, 2015) p. 1707-1711. Piscataway, NJ, USA. IEEE.

Christian Desrosiers, Mohamed Cheriet. Faten M'Hiri, Luc Duong, Christian Desrosiers, Mohamed Cheriet. 2013. « Vessel Walker: Coronary Arteries Segmentation Using Random Walks And Hessian-Based Vesselness Filter ». 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013) (San Francisco, CA, USA, Apr. 7-11, 2013) p. 918-921. Piscataway, NJ, USA. IEEE.

Julien Couet, David Rivest-Henault, Joaquim Miro, Chantal Lapierre, Luc Duong, Mohamed Cheriet. 2012. « Intensity-based 3D/2D registration for percutaneous intervention of major aorto-pulmonary collateral arteries ». Medical Imaging 2012: Image-Guided Procedures, Robotic Interventions, and Modeling (San Diego, CA, USA, Feb. 5-7, 2012) San Diego, CA, United states. SPIE.

Nicholas Ayache, Hervé Delingette, Polina Golland, Kensaku Mori. Jonathan Hadida, Christian Desrosiers, Luc Duong. 2012. « Stochastic 3D motion compensation of coronary arteries from monoplane angiograms ». Medical Image Computing and Computer-Assisted Intervention – MICCAI 2012 : 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I (Nice, France, Oct. 1-5, 2012) p. 651-658. Berlin, Germany. Springer Verlag.

Faten M'Hiri, Luc Duong, Christian Desrosiers. 2012. « Combining Laplacian eigenmaps and vesselness filters for vessel segmentation in X-ray angiography ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) p. 70-75. Piscataway, N.J.. IEEE Computer Society.

Faten M'Hiri, Ngan Le T. Hoang, Luc Duong, Mohamed Cheriet. 2012. « A new adaptive framework for tubular structures segmentation in X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 496-500. Washington, DC. IEEE Computer Society.

Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012. « A random walk approach for multiatlas-based segmentation ». 21st International Conference on Pattern Recognition (ICPR) (Tsukuba, Japan, Nov. 11-15, 2012) p. 3636-3639. Piscataway, NJ. Institute of Electrical and Electronics Engineers Inc..

Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012. « Atlas-based segmentation of brain magnetic resonance imaging using random walks ». 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (Providence, RI, USA, June 16-21, 2012) p. 44-49. Piscataway, N.J.. IEEE Computer Society.

Jean-Philippe Morin, Christian Desrosiers, Luc Duong. 2012. « Image segmentation using random-walks on the histogram ». Medical Imaging 2012: Image Processing (San Diego, CA, USA, Feb. 6-9, 2012) SPIE.

Mathieu Plourde, Luc Duong. 2012. « Multi scale classification approach for coronary artery detection from X-ray angiography ». 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) (Montreal, QC, Canada, July 2-5, 2012) p. 181-186. Washington, DC. IEEE.

Jonathan Hadida, Christian Desrosiers, Luc Duong. 2011. « Intensity-based hierarchical clustering in CT-scans : application to interactive segmentation in cardiology ». Medical Imaging : Visualization, Image-Guided Procedures, and Modeling (Lake Buena Vista, FL, USA, Feb. 13-15, 2011) 14 p. Bellingham, WA, USA. SPIE - The International Society for Optical Engineering.

David Rivest-Hénault, Luc Duong, Chantal Lapierre, Sylvain Deschênes, Mohamed Cheriet. 2010. « Semi-automatic segmentation of major aorto-pulmonary collateral arteries (MAPCAs) for image guided procedures ». SPIE Medical Imaging 2010 : Visualization, Image-Guided Procedures, and Modeling (San Diego, CA, USA, Feb. 13-18, 2010) 8 p. Bellingham, WA, USA. SPIE - The International Society for Optical Engineering.

Poster (3)

Lina Gundelwein, Joaquim Miro, Luc Duong. 2015. « Automatic stent placement and stent size selection for preoperative planning of pulmonary artery intervention ». Poster presented during a conference : Joint MICCAI-Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting (MICCAI CVII-STENT) ( Munich, Germany, Oct. 5, 2015 )

F. M'Hiri, L. Duong, C. Desrosiers, M. Cheriet. 2013. « Automatic image of angiographic sequences for treatment of pediatric coronary diseases ». Poster presented during a conference : 2nd MEDTEQ Forum ( Montreal, QC, Canada, Oct. 2013 )

Mathieu Plourde, Luc Duong. 2012. « Towards robust detection and classification of coronary arteries from X-ray angiography ». Poster presented during a conference : IEEE International Symposium on Biomedical Imaging (ISBI) ( Barcelona, Spain, May 02-05, 2012 )

Patent (1)

Yiyong Sun, Rui Liao, Luc Duong, Frank Sauer, Chenyang Xu. 2013-04-23. « Coronary reconstruction from rotational X-ray projection sequence ».

Award and distinction