Laboratoire d'Imagerie et de Vision 4D (Liv4D)

Publications

Laboratoire d'Imagerie et de Vision 4D (Liv4D)

Publications

Laboratoire d'Imagerie et de Vision 4D (Liv4D)

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Responsable
Farida Cheriet Aït Hamou
(514) 340-4711 poste 4277

Associé de recherche
Philippe Debanné
(514) 340-4711 poste 2130

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Article de revue (113) Communication de conférence (134) Brevet (2)

Articles de revue (113)
- 2025
  - Gharib, W. S. A. F., Émériaud, G., & Cheriet, F. (2025). A comprehensive review of ICU readmission prediction models: From statistical methods to deep learning approaches. Artificial Intelligence in Medicine, 103126 (23 pages).
- 2024
  - Alsheghri, A., Ladini, Y., Hosseinimanesh, G., Cheriet, F., Chafi, I., Guibault, F., & Kerem, J. (2024). Adaptive point learning with uncertainty quantification to generate margin lines on prepared teeth. Applied Sciences, 14(20), 9486 (21 pages).
  - Desrosiers, C., Letenneur, M., Bernier, F., Piché, N., Provencher, B., Cheriet, F., Guibault, F., & Braïlovski, V. (2024). Automated porosity segmentation in laser powder bed fusion part using computed tomography: a validity study. Journal of Intelligent Manufacturing, 21 pages.
  - Khani, M., Debanné, P., Guibault, F., Labelle, H., Parent, S., & Cheriet, F. (2024). Automatic assessment of scoliosis surgery outcome on trunk shape using left–right trunk asymmetry. European Spine Journal, 9 pages.
  - Li, S., Cheriet, F., Gauthier, L., & Laporte, C. (2024). Automatic 3D Lamina Curve Extraction from Freehand 3D Ultrasound Data using Sequential Localization Recurrent Convolutional Networks. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 3385698 (11 pages).
  - Khani, M., Cheriet, F., Séoud, L., Debanné, P., Parent, S., & Labelle, H. (2024). Changes in trunk appearance following surgical correction of adolescent idiopathic scoliosis. Spine Deformity.
  - Richer, E., Solano, M. M., Cheriet, F., Lesk, M. R., & Costantino, S. (2024). Denoising OCT videos based on temporal redundancy. Scientific Reports, 14, 6605 (12 pages).
  - Lepetit-Aimon, G., Playout, C., Boucher, M. C., Duval, R., Brent, M. H., & Cheriet, F. (2024). MAPLES-DR: MESSIDOR Anatomical and Pathological Labels for Explainable Screening of Diabetic Retinopathy. Scientific Data, 11(1).
  - Hosseinimanesh, G., Alsheghri, A., Keren, J., Cheriet, F., & Guibault, F. (2024). Personalized dental crown design: A point-to-mesh completion network. Medical Image Analysis, 101, 103439 (13 pages).
  - Alsheghri, A., Zhang, Y., Hosseinimanesh, G., Keren, J., Cheriet, F., & Guibault, F. (2024). Robust Segmentation of Partial and Imperfect Dental Arches. Applied Sciences, 14(23), 10784 (20 pages).
  - Brignol, A., Cheriet, F., Aubin-Fournier, J.-F., Fortin, C., & Laporte, C. (2024). Robust unsupervised texture segmentation for motion analysis in ultrasound images. International Journal of Computer Assisted Radiology and Surgery, 10 pages.
- 2023
  - Yahyatabar, M., Jouvet, P., Fily, D., Rambaud, J., Levy, M., Khemani, R. G., & Cheriet, F. (2023). A Web-Based Platform for the Automatic Stratification of ARDS Severity. Diagnostics, 13(5), 16 pages.
  - Brossier, D., Fléchelles, O., Sauthier, M., Engert, C., Chahir, Y., Émériaud, G., Cheriet, F., Jouvet, P., & de Montigny, S. (2023). Evaluation of the SIMULRESP: A simulation software of child and teenager cardiorespiratory physiology. Pediatric Pulmonology, 58(10), 2832-2840.
  - Yahyatabar, M., Jouvet, P., & Cheriet, F. (2023). Joint classification and segmentation for an interpretable diagnosis of acute respiratory distress syndrome from chest x-rays. Journal of Medical Imaging, 10(5), 054504 (20 pages).
  - Karthik, E. N., Cheriet, F., & Laporte, C. (2023). Uncertainty Estimation in Unsupervised MR-CT Synthesis of Scoliotic Spines. IEEE Open Journal of Engineering in Medicine and Biology, 7 pages.
- 2022
  - Playout, C., Duval, R., Boucher, M.-C., & Cheriet, F. (2022). Focused Attention in Transformers for interpretable classification of retinal images. Medical Image Analysis, 82, 102608 (13 pages).
  - Solano, M. M., Richer, E., Cheriet, F., Lesk, M. R., & Costantino, S. (2022). Mapping Pulsatile Optic Nerve Head Deformation Using OCT. Ophthalmology Science, 2(4), 11 pages.
- 2021
  - Damseh, R., Lu, Y., Lu, X., Zhang, C., Marchand, P. J., Corbin, D., Pouliot, P., Cheriet, F., & Lesage, F. (2021). A simulation study investigating potential diffusion-based MRI signatures of microstrokes. Scientific Reports, 11(1), 14229 (15 pages).
  - Girard, F., Hurtut, T., Kavalec, C., & Cheriet, F. (2021). Atlas-based score for automatic glaucoma risk stratification. Computerized Medical Imaging and Graphics, 87, 101797 (15 pages).
  - Aissiou, M., Curnier, D., Caru, M., Hafyane, T., Leleu, L., Krajinović, M., Laverdière, C., Sinnett, D., Andelfinger, G., Cheriet, F., & Périé-Curnier, D. (2021). Detection of doxorubicin-induced cardiotoxicity using myocardial T1 and T2 relaxation times in childhood acute lymphoblastic leukemia survivors. International Journal of Cardiovascular Imaging, 38(4), 873-882.
  - Brignol, A., Cheriet, F., & Laporte, C. (2021). Extraction automatique de repères vertébraux à partir d'échographies. médecine/sciences, 37(HS 1), 22-24.
  - Damseh, R., Delafontaine-Martel, P., Pouliot, P., Cheriet, F., & Lesage, F. (2021). Laplacian Flow Dynamics on Geometric Graphs for Anatomical Modeling of Cerebrovascular Networks. IEEE Transactions on Medical Imaging, 40(1), 381-394.
- 2020
  - Brignol, A., Gueziri, H.-E., Cheriet, F., Collins, D. L., & Laporte, C. (2020). Automatic extraction of vertebral landmarks from ultrasound images: A pilot study. Computers in Biology and Medicine, 122, 10 pages.
- 2019
  - Abdolmanafi, A., Cheriet, F., Duong, L., Ibrahim, R., & Dahdah, N. (2019). An automatic diagnostic system of coronary artery lesions in Kawasaki Disease using IV-OCT imaging. Journal of Biophotonics, 13(1), e201900112 (16 pages).
  - Ghesquière, P., Elsherbiny, A., Fortier, E., McQuaid, M., Mazzaferri, J., Bélanger, F., Cheriet, F., Drobetsky, E., Wurtele, H., & Costantino, S. (2019). An open-source algorithm for rapid unbiased determination of DNA fiber length. DNA Repair, 74, 26-37.
  - Playout, C., Duval, R., & Cheriet, F. (2019). A Novel Weakly Supervised Multitask Architecture for Retinal Lesions Segmentation on Fundus Images. IEEE Transactions on Medical Imaging, 38(10), 2434-2444.
  - Damseh, R., Pouliot, P., Gagnon, L., Sakadzic, S., Boas, D., Cheriet, F., & Lesage, F. (2019). Automatic Graph-based Modeling of Brain Microvessels Captured with Two-Photon Microscopy. IEEE Journal of Biomedical and Health Informatics, 23(6), 2551-2562.
  - Abdolmanafi, A., Duong, L., Cheriet, F., & Dahdah, N. S. (2019). Intra-slice motion correction of intravascular OCT images using deep features. IEEE Journal of Biomedical and Health Informatics, 23(3), 931-941.
  - Girard, F., Kavalec, C., & Cheriet, F. (2019). Joint segmentation and classification of retinal arteries/veins from fundus images. Artificial Intelligence in Medicine, 94, 96-109.
- 2018
  - Abdolmanafi, A., Duong, L., Dahdah, N., Adib, I. R., & Cheriet, F. (2018). Characterization of coronary artery pathological formations from OCT imaging using deep learning. Biomedical Optics Express, 9(10), 4936-4960.
  - Bendaoudi, H., Cheriet, F., Manraj, A., Ben Tahar, H., & Langlois, J. M. P. (2018). Flexible architectures for retinal blood vessel segmentation in high-resolution fundus images. Journal of Real-Time Image Processing, 15(1), 31-42.
  - Beauchemin, P. F., Bayly, P. V., Garbow, J. R., Schmidt, J. L. S., Okamoto, R. J., Cheriet, F., & Périé-Curnier, D. (2018). Frequency-dependent shear properties of annulus fibrosus and nucleus pulposus by magnetic resonance elastography. NMR in Biomedicine, 31(10), 8 pages.
  - Khomri, B., Christodoulidis, A., Djerou, L., Babahenini, M. C., & Cheriet, F. (2018). Particle swarm optimization method for small retinal vessels detection on multiresolution fundus images. Journal of Biomedical Optics, 23(5), 13 pages.
  - Khomri, B., Christodoulidis, A., Djerou, L., Babahenini, M. C., & Cheriet, F. (2018). Retinal blood vessel segmentation using the elite-guided multi-objective artificial bee colony algorithm. IET Image Processing, 12(12), 2163-2171.
  - Girard, F., Kavalec, C., & Cheriet, F. (2018). Statistical atlas-based descriptor for an early detection of optic disc abnormalities. Journal of Medical Imaging, 5(1), 014006 (14 pages).
  - Chevrefils, C., Périé-Curnier, D., Parent, S., & Cheriet, F. (2018). To distinguish flexible and rigid lumbar curve from MRI texture analysis in adolescent idiopathic scoliosis: A feasibility study. Journal of Magnetic Resonance Imaging, 48(1), 178-187.
- 2017
  - Séoud, L., Ramsay, J., Parent, S., & Cheriet, F. (2017). A novel fully automatic measurement of apparent breast volume from trunk surface mesh. Medical Engineering & Physics, 41, 46-54.
  - Habert, S., Eck, U., Fallavollita, P., Parent, S., Navab, N., & Cheriet, F. (2017). Application of an RGBD augmented C-arm for minimally invasive scoliosis surgery assistance. Healthcare Technology Letter, 4(5), 179-183.
  - Ramsay, J., Séoud, L., Barchi, S., Cheriet, F., Joncas, J., Turgeon, I., Debanné, P., Trop, I., Labelle, H., & Parent, S. (2017). Assessment of Breast Asymmetry in Adolescent Idiopathic Scoliosis Using an Automated 3D Body Surface Measurement Technique. Spine Deformity, 5(3), 152-158.
  - Abdolmanafi, A., Duong, L., Dahdah, N., & Cheriet, F. (2017). Deep feature learning for automatic tissue classification of coronary artery using optical coherence tomography. Biomedical Optics Express, 8(2), 18 pages.
  - Benovoy, M., Jacobs, M., Cheriet, F., Dahdah, N., Arai, A. E., & Hsu, L.-Y. (2017). Robust Universal Nonrigid Motion Correction Framework for First-Pass Cardiac MR Perfusion Imaging. Journal of Magnetic Resonance Imaging, 46(4), 1060-1072.
  - Ahmad, O., Lombaert, H., Parent, S., Labelle, H., & Cheriet, F. (2017). Spectral shape analysis of human torsos: Application to the evaluation of scoliosis surgery outcome. IEEE Journal of Biomedical and Health Informatics, 22(5), 1552-1560.
- 2016
  - Christodoulidis, A., Hurtut, T., Tahar, H. B., & Cheriet, F. (2016). A multi-scale tensor voting approach for small retinal vessel segmentation in high resolution fundus images. Computerized Medical Imaging and Graphics, 52, 28-43.
  - Phan, T. V., Séoud, L., Chakor, H., & Cheriet, F. (2016). Automatic screening and grading of age-related macular degeneration from texture analysis of fundus images. Journal of Ophthalmology, 2016, 1-11.
  - Zaglam, N., Cheriet, F., & Jouvet, P. (2016). Computer-Aided Diagnosis for Chest Radiographs in Intensive Care. Journal of Pediatric Intensive Care, 5(3), 113-121.
  - Benovoy, M., Dionne, A., Cheriet, F., Maurice, R. L., & Dahdah, N. (2016). Correlation between automatic angio-based coronary artery stiffness assessment and visual oct pathology scoring. Journal of the American College of Cardiology, 67(13), 1672-1672.
  - Séoud, L., Hurtut, T., Chelbi, J., Cheriet, F., & Langlois, J. M. P. (2016). Red lesion detection using dynamic shape features for diabetic retinopathy screening. IEEE Transactions on Medical Imaging, 35(4), 1116-1126.
  - Berton, F., Cheriet, F., Miron, M.-C., & Laporte, C. (2016). Segmentation of the spinous process and its acoustic shadow in vertebral ultrasound images. Computers in Biology and Medicine, 72, 201-211.
- 2015
  - Benovoy, M., Cheriet, F., Maurice, R. L., & Dahdah, N. (2015). Abstract 153: Automated Angiographic Assessment Of Coronary Artery Vasomotion In Kawasaki Disease Patients. Circulation, 131(suppl_2).
  - Assi, K. C., Grenier, S., Parent, S., Labelle, H., & Cheriet, F. (2015). A physically based trunk soft tissue modeling for scoliosis surgery planning systems. Computerized Medical Imaging and Graphics, 40, 217-28.
  - Séoud, L., Cheriet, F., Labelle, H., & Parent, S. (2015). Changes in Trunk Appearance After Scoliosis Spinal Surgery and Their Relation to Changes in Spinal Measurements. Spine Deformity, 3(6), 595-603.
  - Courchesne, O., Guibault, F., Parent, S., & Cheriet, F. (2015). Patient-specific anisotropic model of human trunk based on MR data. International Journal for Numerical Methods in Biomedical Engineering, 31(7).
  - Béliveau, P., Cheriet, F., Anderson, S. A., Taylor, J. L., Arai, A. E., & Hsu, L. Y. (2015). Quantitative assessment of myocardial fibrosis in an age-related rat model by ex vivo late gadolinium enhancement magnetic resonance imaging with histopathological correlation. Computers in Biology and Medicine, 65, 103-113.
  - Olamaei, N., Cheriet, F., Deschênes, S., Sharafi, A., & Martel, S. (2015). Three-dimensional reconstruction of a vascular network by dynamic tracking of magnetite nanoparticles. Medical Physics, 42(10), 5702-5710.
- 2014
  - Zaglam, N., Essouri, S., Fléchelles, O., Émériaud, G., Cheriet, F., & Jouvet, P. (2014). Abstract 419. Pediatric Critical Care Medicine, 15, 96-96.
  - Zaglam, N., Jouvet, P., Fléchelles, O., Émériaud, G., & Cheriet, F. (2014). Computer-aided diagnosis system for the Acute Respiratory Distress Syndrome from chest radiographs. Computers in Biology and Medicine, 52, 41-48.
  - Olamaei, N., Cheriet, F., Deschênes, S., & Martel, S. (2014). Dynamic tracking of magnetic nanoparticles for mapping microvascular networks using a clinical 1.5 T magnetic resonance scanner. Applied Physics Letters, 104(21), 213703.
  - Ramsay, J., Joncas, J., Gilbert, G., Trop, I., Cheriet, F., Labelle, H., & Parent, S. (2014). Is Breast Asymmetry Present in Girls with Adolescent Idiopathic Scoliosis? Spine deformity, 2(5), 374-379.
  - Assi, K. C., Labelle, H., & Cheriet, F. (2014). Modified large margin nearest neighbor metric learning for regression. IEEE Signal Processing Letters, 21(3), 292-296.
  - Lombaert, H., Grady, L., Pennec, X., Ayache, N., & Cheriet, F. (2014). Spectral log-demons: Diffeomorphic image registration with very large deformations. International Journal of Computer Vision, 107(3), 254-271.
  - Assi, K. C., Labelle, H., & Cheriet, F. (2014). Statistical model based 3D shape prediction of postoperative trunks for non-invasive scoliosis surgery planning. Computers in Biology and Medicine, 48(1), 85-93.
- 2013
  - Fortin, C., Feldman, D. E., Cheriet, F., & Labelle, H. (2013). Differences in Standing and Sitting Postures of Youth With Idiopathic Scoliosis From Quantitative Analysis of Digital Photographs. Physical & Occupational Therapy in Pediatrics, 33(3), 313-326.
  - Lombaert, H., Grady, L., Polimeni, J. R., & Cheriet, F. (2013). FOCUSR: Feature oriented correspondence using spectral regularization -A method for precise surface matching. IEEE Transactions on Pattern Analysis and Machine Intelligence, 35(9), 2143-2160.
  - Aissiou, M., Périé-Curnier, D., Cheriet, F., Dahdah, N. S., Laverdière, C., & Curnier, D. (2013). Imaging of early modification in cardiomyopathy: the doxorubicin-induced model. The International Journal of Cardiovascular Imaging, 29(7), 1459-1476.
  - Olamaei, N., Cheriet, F., & Martel, S. (2013). Magnetic resonance imaging of microvessels using iron-oxide nanoparticles. Journal of Applied Physics, 113(12).
  - Harmouche, R., Cheriet, F., Labelle, H., & Dansereau, J. (2013). Multimodal image registration of the scoliotic torso for surgical planning. BMC Medical Imaging, 13(1).
  - Séoud, L., Dansereau, J., Labelle, H., & Cheriet, F. (2013). Noninvasive Clinical Assessment of Trunk Deformities Associated With Scoliosis. IEEE Journal of Biomedical and Health Informatics, 17(2), 392-401.
  - Grenier, S., Parent, S., & Cheriet, F. (2013). Personalized 3D reconstruction of the rib cage for clinical assessment of trunk deformities. Medical Engineering & Physics, 35(11), 1651-1658.
  - Adankon, M. M., Chihab, N., Dansereau, J., Labelle, H., & Cheriet, F. (2013). Scoliosis follow-up using noninvasive trunk surface acquisition. IEEE Transactions on Biomedical Engineering, 60(8), 2262-2270.
  - Flechelles, O., Ho, A., Hernert, P., Emeriaud, G., Zaglam, N., Cheriet, F., & Jouvet, P. A. (2013). Simulations for Mechanical Ventilation in Children: Review and Future Prospects [Commentaire ou lettre]. Critical Care Research and Practice, 2013, 1-8.
- 2012
  - Harmouche, R., Cheriet, F., Labelle, H., & Dansereau, J. (2012). 3D Registration of Mr and X-Ray Spine Images Using an Articulated Model. Computerized Medical Imaging and Graphics, 36(5), 410-418.
  - Lombaert, H., Peyrat, J.-M., Croisille, P., Rapacchi, S., Fanton, L., Cheriet, F., Clarysse, P., Magnin, I., Delingette, H., & Ayache, N. (2012). Human Atlas of the Cardiac Fiber Architecture: Study on a Healthy Population. IEEE Transactions on Medical Imaging, 31(7), 1436-1447.
  - Séoud, L., Dansereau, J., Labelle, H., & Cheriet, F. (2012). Multilevel Analysis of Trunk Surface Measurements for Noninvasive Assessment of Scoliosis Deformities. Spine, 37(17), E1045-E1053.
  - Adankon, M. M., Dansereau, J., Labelle, H., & Cheriet, F. (2012). Non invasive classification system of scoliosis curve types using least-squares support vector machines. Artificial Intelligence in Medicine, 56(2), 99-107.
  - Chevrefils, C., Cheriet, F., Grimard, G., Miron, M.-C., & Aubin, C.-É. (2012). Quantitative evaluation of an automatic segmentation method for 3D reconstruction of intervertebral scoliotic disks from MR images. BMC Medical Imaging, 12(1).
  - Fortin, C., Feldman, D. E., Cheriet, F., Gravel, D., Gauthier, F., & Labelle, H. (2012). Reliability of a Quantitative Clinical Posture Assessment Tool Among Persons With Idiopathic Scoliosis. Physiotherapy, 98(1), 64-75.
  - Plourde, F., Cheriet, F., & Dansereau, J. (2012). Semiautomatic Detection of Scoliotic Rib Borders From Posteroanterior Chest Radiographs. IEEE Transactions on Biomedical Engineering, 59(4), 909-919.
- 2011
  - Séoud, L., Cheriet, F., Labelle, H., & Dansereau, J. (2011). A novel method for the 3-D reconstruction of scoliotic ribs from frontal and lateral radiographs. IEEE Transactions on Biomedical Engineering, 58(5), 1135-1146.
  - Hurtut, T., Gousseau, Y., Cheriet, F., & Schmitt, F. (2011). Artistic line-drawings retrieval based on the pictorial content. Journal on Computing and Cultural Heritage, 4(1), 1-23.
  - Fortin, C., Feldman, D. E., Cheriet, F., & Labelle, H. (2011). Clinical methods for quantifying body segment posture: a literature review. Disability and Rehabilitation, 33(5), 367-383.
  - Saint-Pierre, C.-A., Boisvert, J., Grimard, G., & Cheriet, F. (2011). Detection and correction of specular reflections for automatic surgical tool segmentation in thoracoscopic images. Machine Vision and Applications, 22(1), 10-10.
- 2010
  - Duong, L., Cheriet, F., & Labelle, H. (2010). Automatic Detection of Scoliotic Curves in Posteroanterior Radiographs. IEEE Transactions on Biomedical Engineering, 57(5), 1143-1151.
  - Wu, H., Ronsky, J. L., Cheriet, F., Küpper, J., Harder, J., Xue, D., & Zernicke, R. F. (2010). Prediction of scoliosis progression with serial three-dimensional spinal curves and the artificial progression surface technique. Medical & Biological Engineering & Computing, 48(11), 1065-1075.
  - Kadoury, S., Cheriet, F., & Labelle, H. (2010). Self-Calibration of Biplanar Radiographic Images Through Geometric Spine Shape Descriptors. IEEE Transactions on Biomedical Engineering, 57(7), 1663-1675.
  - Wu, H., Ronsky, J. L., Cheriet, F., Harder, J. A., Küpper, J. C., & Zernicke, R. F. (2010). Time series spinal radiographs as prognostic factors for scoliosis and progression of spinal deformities. European Spine Journal, 20(1), 112-117.
  - Fortin, C., Feldman, D. E., Cheriet, F., & Labelle, H. (2010). Validity of a Quantitative Clinical Measurement Tool of Trunk Posture in Idiopathic Scoliosis. Spine, 35(19), E988-E994.
- 2009
  - Kadoury, S., Cheriet, F., Beauséjour, M., Stokes, I. A., Parent, S., & Labelle, H. (2009). A Three-Dimensional Retrospective Analysis of the Evolution of Spinal Instrumentation for the Correction of Adolescent Idiopathic Scoliosis. European Spine Journal, 18(1), 23-37.
  - Duong, L., Cheriet, F., Labelle, H., Cheung, K. M. C., Abel, M. F., Newton, P. O., McCall, R. E., Lenke, L. G., & Stokes, I. A. F. (2009). Interobserver and intraobserver variability in the identification ofthe lenke classification lumbar modifier in adolescent idiopathicscoliosis. Journal of Spinal Disorders & Techniques, 22(6), 448-455.
  - Kadoury, S., Cheriet, F., & Labelle, H. (2009). Personalized X-ray 3-D reconstruction of the scoliotic spine from hybrid statistical and image-based models. IEEE Transactions on Medical Imaging, 28(9), 1422-1435.
  - Chevrefils, C., Cheriet, F., Aubin, C.-É., & Grimard, G. (2009). Texture analysis for automatic segmentation of intervertebral disks of scoliotic spines from MR images. IEEE Transactions on Information Technology in Biomedicine, 13(4), 608-620.
  - Duong, L. , Mac-Thiong, J.-M., Cheriet, F., & Labelle, H. (2009). Three-dimensional subclassification of lenke type 1 scoliotic curves. Journal of Spinal Disorders & Techniques, 22(2), 135-143.
- 2008
  - Boisvert, J., Cheriet, F., Pennec, X., Labelle, H., & Ayache, N. (2008). Articulated Spine Models for 3-D Reconstruction From Partial Radiographic Data. IEEE Transactions on Biomedical Engineering, 55(11), 2565-2574.
  - Boisvert, J., Cheriet, F., Pennec, X., Labelle, H., & Ayache, N. (2008). Geometric Variability of the Scoliotic Spine Using Statistics on Articulated Shape Models. IEEE Transactions on Medical Imaging, 27(4), 557-568.
  - Fallavollita, P., & Cheriet, F. (2008). Optimal 3d Reconstruction of Coronary Arteries for 3d Clinical Assessment. Computerized Medical Imaging and Graphics, 32(6), 476-487.
  - Boisvert, J., Cheriet, F., Pennec, X., Labelle, H., & Ayache, N. (2008). Principal deformations modes of articulated models for the analysis of 3D spine deformities. ELCVIA - Electronic Letters on Computer Vision and Image Analysis, 7(4), 13-31.
- 2007
  - Fortin, D., Cheriet, F., Beauséjour, M., Debanné, P., Joncas, J., & Labelle, H. (2007). A 3D Visualization Tool for the Design and Customization of Spinal Braces. Computerized Medical Imaging and Graphics, 31(8), 614-624.
  - Cheriet, F., Laporte, C., Kadoury, S., Labelle, H., & Dansereau, J. (2007). A Novel System for the 3-D Reconstruction of the Human Spine and Rib Cage From Biplanar X-Ray Images. IEEE Transactions on Biomedical Engineering, 54(7), 1356-1358.
  - Kadoury, S., Cheriet, F., Laporte, C., & Labelle, H. (2007). A Versatile 3D Reconstruction System of the Spine and Pelvis for Clinical Assessment of Spinal Deformities. Medical & Biological Engineering & Computing, 45(6), 591-602.
  - Cheriet, F., Jiang, D., & Stewart, N. F. (2007). Modelling of scoliotic deformities. International Journal of Modelling and Simulation, 27(2), 171-180.
  - Labelle, H., Bellefleur, C., Joncas, J., Aubin, C.-É., & Cheriet, F. (2007). Preliminary Evaluation of a Computer-Assisted Tool for the Design and Adjustment of Braces in Idiopathic Scoliosis - a Prospective and Randomized Study. Spine, 32(8), 835-843.
  - Pazos, V., Cheriet, F., Dansereau, J., Ronsky, J., Zernicke, R. F., & Labelle, H. (2007). Reliability of Trunk Shape Measurements Based on 3-D Surface Reconstructions. European Spine Journal, 16(11), 1882-1891.
  - Kadoury, S., Cheriet, F., Dansereau, J., & Labelle, H. (2007). Three-Dimensional Reconstruction of the Scoliotic Spine and Pelvis From Uncalibrated Biplanar X-Ray Images. Journal of Spinal Disorders & Techniques, 20(2), 160-167.
  - Aubin, C.-É., Labelle, H., Cheriet, F., Villemure, I., Mathieu, P. A., & Dansereau, J. (2007). Tridimensional Evaluation and Optimization of the Orthotic Treatment of Adolescent Idiopathic Scoliosis. Medecine Sciences, 23(11), 904-909.
- 2006
  - Bilodeau, G.-A., Shu, Y., & Cheriet, F. (2006). Multistage graph-based segmentation of thoracoscopic images. Computerized Medical Imaging and Graphics, 30(8), 437-446.
  - Hurtut, T., Dalazoana, H., Gousseau, Y., Schmitt, F., & Cheriet, F. (2006). Recherche automatique dans une base de donnes d'enluminures selon l'organisation spatiale des couleurs. Médiéviste et l'ordinateur, 45.
  - Duong, L., Cheriet, F., & Labelle, H. (2006). Three-Dimensional Classification of Spinal Deformities Using Fuzzy Clustering. Spine, 31(8), 923-930.
- 2005
  - Pazos, V., Cheriet, F., Song, L., Labelle, H., & Dansereau, J. (2005). Accuracy Assessment of Human Trunk Surface 3D Reconstructions From an Optical Digitising System. Medical & Biological Engineering & Computing, 43(1), 11-15.
  - Bergeron, C., Cheriet, F., Ronsky, J., Zernicke, R., & Labelle, H. (2005). Prediction of anterior scoliotic spinal curve from trunk surface using support vector regression. Engineering Applications of Artificial Intelligence, 18(8), 973-983.
- 2004
  - Novosad, J., Cheriet, F., Petit, Y., & Labelle, H. (2004). Three-dimensional (3-D) reconstruction of the spine from a single X-ray image and prior vertebra models. IEEE Transactions on Biomedical Engineering, 51(9), 1628-1639.
- 2000
  - Remaki, L., Cheriet, F., Bellefleur, C., Labelle, H., & Dansereau, J. (2000). A Robustness Study of Self-Calibration Technique for the Radiographic 3D Reconstruction of Human Spine. Archives of Physiology and Biochemistry, 108(1-2), 95-95.
  - Garceau, P., Cheriet, F., Beausejour, M., & Aubin, C.-É. (2000). Determination of motor control variables in a finite element model of the trunk using artificial neural network. Archives of Physiology and Biochemistry, 108(1-2), 81-81.
- 1999
  - Cheriet, F., Delorme, S., Dansereau, J., Aubin, C.-É., De Guise, J. A., & Labelle, H. (1999). Reconstruction radiographique peropératoire de la colonne vertébrale scoliotique. Annales de chirurgie, 53(8), 808-815.
  - Cheriet, F., Dansereau, J., Petit, Y., Aubin, C.-É., Labelle, H., & De Guise, J. A. (1999). Towards the Self-Calibration of a Multiview Radiographic Imaging System for the 3D Reconstruction of the Human Spine and Rib Cage. International Journal of Pattern Recognition and Artificial Intelligence, 13(5), 761-779.
Communications de conférence (134)
- 2025
  - Lepetit-Aimon, G., Mameri, L., Duval, R., & Cheriet, F. (avril 2025). Enhanced Graph Representation for Reliable Retinal Vessel Analysis: CLSA Population-Based Study [Communication écrite]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA.
  - Chafi, I., Zhang, Y., Ladini, Y., Cheriet, F., Keren, J., & Guibault, F. (avril 2025). Exploring the Use of Generative Adversarial Networks for Automated Dental Preparation Design [Communication écrite]. 22nd International Symposium on Biomedical Imaging (ISBI 2025), Houston, TX, USA.
- 2024
  - Playout, C., Legault, Z., Duval, R., Boucher, M. C., & Cheriet, F. (octobre 2024). A Region-Based Approach to Diabetic Retinopathy Classification with Superpixel Tokenization [Communication écrite]. Medical Image Computing and Computer Assisted Intervention (MICCAI 2024), Marrakesh, Morocco.
  - Chafi, I., Cheriet, F., Keren, J., Zhang, Y., & Guibault, F. (février 2024). 3D generation of dental crown bottoms using context learning [Présentation]. Dans SPIE Medical Imaging, 2024, San Diego, California, United States.
  - Richer, E., Solano, M. M., Cheriet, F., Lesk, M. R., & Costantino, S. (janvier 2024). Noise-free one-cardiac-cycle OCT videos: a proof-of-concept study [Affiche]. SPIE BiOS, 2024, San Francisco, California, United States.
  - Li, S., Cheriet, F., & Laporte, C. (mai 2024). SAM Zero-Shot detection of vertebral surfaces from freehand 3D ultrasound : SAM ZS detection of vertebral surfaces from FH 3D US [Communication écrite]. 46th Canadian Medical and Biological Engineering Conference (CMBEC46), Toronto, ON, Canada (4 pages). Publié dans CMBES Proceedings, 46.
- 2023
  - Hosseinimanesh, G., Ghadiri, F., Guibault, F., Cheriet, F., & Keren, J. (octobre 2023). From Mesh Completion to AI Designed Crown [Communication écrite]. 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, BC, Canada.
  - Hosseinimanesh, G., Ghadiri, F., Alsheghri, A., Zhang, Y., Keren, J., Cheriet, F., & Guibault, F. (février 2023). Improving the quality of dental crown using a transformer-based method [Communication écrite]. Medical Imaging 2023 : Physics of Medical Imaging,, San Diego, CA, USA (8 pages).
  - Li, S., Gauthier, L., Cheriet, F., Fortin, C., Paquette, P., & Laporte, C. (février 2023). Lamina landmark detection in ultrasound images: a preliminary study [Communication écrite]. Medical Imaging 2023: Ultrasonic Imaging and Tomography, San Diego, CA, USA (8 pages).
  - Richer, E., Masis, M., Cheriet, F., Lesk, M. R., & Costantino, S. (avril 2023). Noise-free one-cardiac-cycle OCT videos for local assessment of retinal tissue deformation [Résumé]. ARVO Annual Meeting (ARVO 2023), New Orleans, LA, USA (4 pages). Publié dans Investigative Ophthalmology & Visual Science, 64(8).
  - Richer, E., Solano, M. M., Cheriet, F., Lesk, M. R., & Costantino, S. (avril 2023). Noise-Free One-Cardiac-Cycle OCT Videos for Local Assessment of Retinal Tissue Deformation [Communication écrite]. 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), Cartagena, Colombia (5 pages).
  - Fathy, W., Émériaud, G., & Cheriet, F. (avril 2023). Prediction of ICU Readmission Using LightGBM Classifier [Communication écrite]. 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), Cartagena, Colombia (4 pages).
  - Khani, M., Debanné, P., Labelle, H., Parent, S., & Cheriet, F. Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet) [Communication écrite]. SPIE Medical Imaging 2023 : Image Processing, San Diego, CA, USA (7 pages).
  - Lepetit-Aimon, G., Boucher, M.-C., Duval, R., & Cheriet, F. (avril 2023). Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels [Communication écrite]. 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), Cartagena, Colombia (5 pages).
- 2022
  - Desrosiers, C., Letenneur, M., Bernier, F., Cheriet, F., Braïlovski, V., Piché, N., & Guibault, F. (février 2022). Correlative laser confocal microscopy study and multimmodal 2D/3D registration as ground truth for x-ray inspection of internal defects in LPBF manufacturing [Communication écrite]. 11th Conference on Industrial Computed Tomography (ICT 2022), Wels, Austria.
  - Lessard, O., Guibault, F., Keren, J., & Cheriet, F. (mars 2022). Dental Restoration using a Multi-Resolution Deep Learning Approach [Communication écrite]. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI 2022), Kolkata, India (4 pages).
  - Alsheghri, A., Ghadiri, F., Zhang, Y., Lessard, O., Keren, J., Cheriet, F., & Guibault, F. (février 2022). Semi-supervised segmentation of tooth from 3D scanned dental arches [Affiche]. SPIE Medical Imaging 2022 : Image processing, San Diego, California, USA (6 pages).
- 2021
  - Duc Hoa, T., Meunier, M., & Cheriet, F. (janvier 2021). Deep image clustering using self-learning optimization in a variational auto-encoder [Communication écrite]. International Conference on Pattern Recognition (ICPR 2021).
  - Naga Karthik, E. M. V., Laporte, C., & Cheriet, F. (février 2021). Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesis [Communication écrite]. Medical Imaging 2021: Image Processing (8 pages).
- 2020
  - Peskine, Y., Boucher, M.-C., & Cheriet, F. (juin 2020). An interpretable data-driven score for the assessment of fundus images quality [Communication écrite]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Povoa de Varzim, Portugal.
  - Damseh, R., Delafontaine-Martel, P., James-Marchand, P., Sirpal, P., Cheriet, F., & Lesage, F. (juillet 2020). Automated Analysis of Brain Microvasculature: From Segmentation to Anatomical Modeling [Communication écrite]. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada.
  - Yahyatabar, M., Jouvet, P., & Cheriet, F. (juillet 2020). Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images [Communication écrite]. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada.
  - Daoud, Y., Cheriet, F., Beauséjour, M., Debanné, P., & Labelle, H. (juillet 2020). 3D reconstruction of the human trunk for designing personalized braces : Precision study [Communication écrite]. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada.
  - Royer-Rivard, R., Girard, F., Dahdah, N., & Cheriet, F. (juillet 2020). End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences [Communication écrite]. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), Montréal, Québec.
  - Damseh, R., Cheriet, F., & Lesage, F. (avril 2020). Modeling the Topology of Cerebral Microvessels Via Geometric Graph Contraction [Communication écrite]. 17th IEEE International Symposium on Biomedical Imaging (ISBI 2020), Iowa City, IA.
  - Tran, D. H., Meunier, M., & Cheriet, F. (juillet 2020). OrgaNet: A Robust Network for Subcellular Organelles Classification in Fluorescence Microscopy Images [Communication écrite]. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), Montréal, Québec.
  - Yue, L., Vincent, N., Pong Chi, Y., Wei-Shi, Z., Cheriet, F., & Suen, C. Y. (octobre 2020). Pattern Recognition and Artificial Intelligence [Communication écrite]. International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2020), Zhongshan, China.
- 2019
  - Brignol, A., Cheriet, F., & Laporte, C. (février 2019). A robust index for global tissue deformation analysis in ultrasound images [Communication écrite]. Medical Imaging 2019: Image Processing, USA (8 pages).
  - Guerroumi, N., Playout, C., Laporte, C., & Cheriet, F. (avril 2019). Automatic segmentation of the scoliotic spine from mr images [Communication écrite]. 16th IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy.
  - Tran, D. H., Meunier, M., & Cheriet, F. (août 2019). WaveM-CNN for Automatic Recognition of Sub-cellular Organelles [Communication écrite]. 16th International Conference on Image Analysis and Recognition (ICIAR 2019), Waterloo, Ontario, Canada.
- 2018
  - Playout, C., Duval, R., & Cheriet, F. (septembre 2018). A multitask learning architecture for simultaneous segmentation of bright and red lesions in fundus images [Communication écrite]. 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2018), Granada, Spain.
  - Abdelsalam, A. M., Boulet, F., Demers, G., Langlois, J. M. P., & Cheriet, F. (décembre 2018). An Efficient FPGA-based Overlay Inference Architecture for Fully Connected DNNs [Communication écrite]. International Conference on ReConFigurable Computing and FPGAs (ReConFig 2018), Cancun, Mexico (6 pages).
  - Damseh, R., Cheriet, F., & Lesage, F. (juillet 2018). Fully Convolutional DenseNets for Segmentation of Microvessels in Two-photon Microscopy [Communication écrite]. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu, HI.
  - Lepetit-Aimon, G., Duval, R., & Cheriet, F. (septembre 2018). Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images [Communication écrite]. 1st International Workshop on Computational Pathology (COMPAY 2018) and 5th International Workshop on Ophthalmic Medical Image Analysis (OMIA 2018), Granada, Spain.
- 2017
  - Abdelsalam, A. M., Langlois, J. M. P., & Cheriet, F. (février 2017). Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter (Abstract Only) [Communication écrite]. ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2017), Monterey, CA, USA.
  - Abdelsalam, A. M., Langlois, J. M. P., & Cheriet, F. (avril 2017). A Configurable FPGA Implementation of the Tanh Function Using DCT Interpolation [Communication écrite]. 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM 2017), Napa, California.
  - Debanné, P., Ahmad, O., Parent, S., Labelle, H., & Cheriet, F. (juillet 2017). A novel automatic method to evaluate scoliotic trunk shape changes in different postures [Communication écrite]. 14th International Conference on Image Analysis and Recognition (ICIAR 2017), Montréal, Québec.
  - Girard, F., & Cheriet, F. (novembre 2017). Artery/vein classification in fundus images using CNN and likelihood score propagation [Communication écrite]. 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montréal, Québec.
  - Ahmad, O., Debanné, P., Paren, S., Labelle, H., & Cheriet, F. (novembre 2017). 3D shape asymmetry analysis using correspondence between partial geodesic curves [Communication écrite]. 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montréal, Québec.
  - Mohebpour, M. R., Guibault, F., & Cheriet, F. (juillet 2017). Mesh-based active model initialization for multiple organ segmentation in MR images [Communication écrite]. 14th International Conference on Image Analysis and Recognition (ICIAR 2017), Montréal, Québec.
  - Khomri, B., Christodoulidis, A., Djerou, L., Babahenini, M. C., & Cheriet, F. (juillet 2017). Particle swarm optimization approach for the segmentation of retinal vessels from fundus images [Communication écrite]. 14th International Conference on Image Analysis and Recognition (ICIAR 2017), Montréal, Québec.
  - Christodoulidis, A., Hurtut, T., & Cheriet, F. (avril 2017). Proliferative diabetic retinopathy characterization based on the spatial organization of vascular junctions in fundus images [Communication écrite]. 14th IEEE International Symposium on Biomedical Imaging (ISBI 2017), Melbourne, Australia.
  - Farah, R., Bélanger, S., Jafari, R., Chevrefils, C., Sylvestre, J.-P., Lesage, F., & Cheriet, F. (juillet 2017). Retinal vessel segmentation from a hyperspectral camera images [Communication écrite]. Image Analysis and Recognition. 14th International Conference (ICIAR 2017), Montréal, Québec.
- 2016
  - Piché, N., Cheriet, F., & Guibault, F. (septembre 2016). A new topological descriptor for contextual feature indexing [Communication écrite]. IEEE International Conference on Image Processing (ICIP 2016), Phoenix, AZ.
  - Brignol, A., Cheriet, F., Miron, M.-C., & Laporte, C. (mai 2016). Automatic extraction of vertebral landmarks from ultrasound images [Communication écrite]. 13th International Conference on Conservative Management of Spinal Deformities and First Joint Meeting of the International Research Society on Spinal Deformities and the Society on Scoliosis Orthopaedic and Rehabilitation Treatment (SOSORT-IRSSD 2016), Banff, Alberta (43 pages). Publié dans Scoliosis and Spinal Disorders, 12(S1).
  - Ahmad, O., Lombaert, H., Parent, S., Labelle, H., Dansereau, J., & Cheriet, F. (octobre 2016). Longitudinal scoliotic trunk analysis via spectral representation and statistical analysis [Communication écrite]. 1st International Workshop on Spectral and Shape Analysis in Medical Imaging (SeSAMI 2016), Athens, Greece.
  - Bendaoudi, H., Cheriet, F., & Langlois, J. M. P. (octobre 2016). Memory efficient multi-scale line detector architecture for retinal blood vessel segmentation [Communication écrite]. Conference on Design and Architectures for Signal and Image Processing (DASIP 2016), Rennes, France.
  - Girard, F., Kavalec, C., Grenier, S., Ben Tahar, H., & Cheriet, F. (mars 2016). Simultaneous macula detection and optic disc boundary segmentation in retinal fundus images [Communication écrite]. Medical Imaging 2016: Image Processing, San Diego, CA, United states.
- 2015
  - Bendaoudi, H., Gan, Q., Cheriet, F., Ben Tahar, H., & Langlois, J. M. P. (décembre 2015). A run-length encoding co-processor for retinal image texture analysis [Communication écrite]. International Conference on Reconfigurable Computing and FPGAs (ReConFig 2015), Mexico City, Mexico (6 pages).
  - Séoud, L., Chelbi, J., & Cheriet, F. (octobre 2015). Automatic Grading of Diabetic Retinopathy on a Public Database [Communication écrite]. Ophthalmic Medical Image Analysis International Workshop (OMIA 2015), Munich, Germany.
  - Benovoy, M., Jacobs, M., Cheriet, F., Dahdah, N., Arai, A. E., & Li-Yueh, H. (avril 2015). Automatic nonrigid motion correction for quantitative first-pass cardiac MR perfusion imaging [Communication écrite]. 12th IEEE International Symposium on Biomedical Imaging (ISBI 2015), New York, NY.
  - Berton, F., Azzabi, W., Cheriet, F., & Laporte, C. (juillet 2015). Automatic segmentation of vertebrae in ultrasound images [Communication écrite]. 12th International Conference on Image Analysis and Recognition (ICIAR 2015), Niagara Falls, ON, Canada.
  - Thanh Van, P., Séoud, L., & Cheriet, F. (juillet 2015). Towards an Automatic Clinical Classification of Age-Related Macular Degeneration [Communication écrite]. 12th International Conference on Image Analysis and Recognition (ICIAR 2015), Niagara Falls, ON, Canada.
- 2014
  - Bendaoudi, H., Cheriet, F., Ben Tahar, H., & Langlois, J. M. P. (octobre 2014). A Scalable Hardware Architecture for Retinal Blood Vessel Detection in High Resolution Fundus Images [Communication écrite]. Conference on Design & Architectures for Signal & Image Processing (DASIP 2014), Madrid, Spain.
  - Séoud, L., Faucon, T., Hurtut, T., Chelbi, J., Cheriet, F., & Langlois, J. M. P. (avril 2014). Automatic detection of microaneurysms and haemorrhages in fundus images using dynamic shape features [Communication écrite]. 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China.
  - Garnier, M., Hurtut, T., Ben Tahar, H., & Cheriet, F. (février 2014). Automatic multiresolution age-related macular degeneration detection from fundus images [Communication écrite]. Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, Calif., USA.
  - Ali, M. A., Hurtut, T., Faucon, T., & Cheriet, F. (février 2014). Glaucoma detection based on local binary patterns in fundus photographs [Communication écrite]. Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, Calif., USA.
  - Fasih, M., Langlois, J. M. P., & Cheriet, F. (février 2014). Retinal image quality assessment using generic features [Communication écrite]. SPIE Medical Imaging, San Diego, California, USA.
  - Vacar, C., & Cheriet, F. (octobre 2014). Robust probabilistic optical flow for video sequences [Communication écrite]. IEEE International Conference on Image Processing (ICIP 2014), Paris, France. Publié dans 2022 IEEE International Conference on Image Processing (ICIP).
  - Beliveau, P., Cheriet, F., Anderson, S. A., Taylor, J., Arai, A. E., & Hsu, L.-Y. (janvier 2014). Textural analysis of late gadolinium enhanced magnetic resonance images can discriminate acute from chronic myocardial infarction [Affiche]. 17th annual SCMR Scientific Sessions, New Orleans, LA, USA (2 pages). Publié dans Journal of Cardiovascular Magnetic Resonance, 16(S1).
  - Beliveau, P., Cheriet, F., Anderson, S. A., Taylor, J., Arai, A. E., & Hsu, L.-Y. Texture analysis of diffuse myocardial fibrosis from late gadolinium enhanced magnetic resonance imaging in aging rats [Affiche]. Non spécifié (1 page).
  - Girard, F., Kavalec, C., Tahar, H. B., & Cheriet, F. (septembre 2014). Uncertainty assessment of vessels width measurement from intensity profile model fitting in fundus images [Communication écrite]. Ophthalmic Medical Image Analysis First International Workshop (OMIA 2014), Boston, MA, USA.
- 2013
  - Cheriet, F. (mai 2013). Multimodal image fusion of anatomical structures for diagnosis, therapy planning and assistance [Communication écrite]. 8th International Workshop on Systems, Signal Processing and Their Applications (WoSSPA 2013), Algiers, Algeria.
  - Séoud, L., Cheriet, F., Labelle, H., & Parent, S. (février 2013). Non-invasive quantitative assessment of scoliosis spinal surgery outcome [Communication écrite]. Medical Imaging 2013: Biomedical Applications in Molecular, Structural, and Functional Imaging, Lake Buena Vista, FL, United states (7 pages).
  - Harmouche, R., Cheriet, F., Labelle, H., & Dansereau, J. (février 2013). Patient-specific model of a scoliotic torso for surgical planning [Communication écrite]. Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and Modeling, Lake Buena Vista, FL, United states (7 pages).
  - Béliveau, P., Cheriet, F., Anderson, S. A., Taylor, J., Berul, S., Arai, A. E., & Hsu, L.-Y. (avril 2013). Textural analysis of diffuse myocardial fibrosis in aging rats: a late gadolinium enhancement magnetic resonance imaging study [Communication écrite]. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013), San Francisco, CA, USA.
- 2012
  - Adankon, M. M., Dansereau, J., Labelle, H., & Cheriet, F. (juillet 2012). Analysis of scoliosis trunk deformities using ICA [Communication écrite]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec.
  - Habert, S., Dahdah, N., & Cheriet, F. (juillet 2012). A novel method for an automatic 3D reconstruction of coronary arteries from angiographic images [Communication écrite]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec.
  - Thivierge-Gaulin, D., Chou, C.-R., Kiraly, A. P., Chefd'Hotel, C., Strobel, N., & Cheriet, F. (juillet 2012). 3D-2D registration based on mesh-derived image bisection [Communication écrite]. 5th International Workshop on Biomedical Image Registration (WBIR 2012), Nashville, TN.
  - Olamaei, N., Cheriet, F., & Martel, S. (juillet 2012). 3D reconstruction of microvasculature in MRI using magnetic microparticles [Communication écrite]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec.
  - Lombaert, H., Grady, L., Pennec, X., Peyrat, J.-M., Ayache, N., & Cheriet, F. (octobre 2012). Groupwise spectral log-demons framework for atlas construction [Communication écrite]. 2nd MICCAI Workshop on Medical Computer Vision (MICCAI-MCV 2012), Nice, France.
  - Cheikh, T. L. B., Beltrame, G., Nicolescu, G., Cheriet, F., & Tahar, S. (juin 2012). Parallelization strategies of the canny edge detector for multi-core CPUs and many-core GPUs [Communication écrite]. 10th IEEE International New Circuits and Systems Conference (NEWCAS 2012), Montréal, Québec.
  - Adankon, M. M., Dansereau, J., Parent, S., Labelle, H., & Cheriet, F. (février 2012). Scoliosis curve type classification using kernel machine from 3D trunk image [Communication écrite]. Medical Imaging 2012 : Computer-Aided Diagnosis, San Diego, California, USA.
  - Dionne, O., Assi, K. C., Grenier, S., Labelle, H., Guibault, F., & Cheriet, F. (mai 2012). Simulation of the postoperative trunk appearance in scoliosis surgery [Communication écrite]. 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Barcelona, Spain.
  - Lombaert, H., & Cheriet, F. (juillet 2012). Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images [Communication écrite]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec.
  - Lombaert, H., Grady, L., Pennec, X., Ayache, N., & Cheriet, F. (octobre 2012). Spectral demons - Image registration via global spectral correspondence [Communication écrite]. 12th European Conference on Computer Vision (ECCV 2012), Florence, Italy.
  - Cartiaux, O., Aubin, C.-É., Labelle, H., & Cheriet, F. (juillet 2012). Toward the Next Generation of Simulator for Intraoperative Navigation of Scoliotic Spine Surgeries. [Communication écrite]. 9th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2012), Poznan, Poland.
- 2011
  - Olamaei, N., Cheriet, F., & Martel, S. (août 2011). Accurate positioning of magnetic microparticles beyond the spatial resolution of clinical MRI scanners using susceptibility artifacts [Communication écrite]. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Boston, MA, United states.
  - Lombaert, H., Grady, L., Polimeni, J.̈. R., & Cheriet, F. (juillet 2011). Fast brain matching with spectral correspondence [Communication écrite]. 22nd International Conference on Information Processing in Medical Imaging (IPMI 2011), Kloster Irsee, Germany.
  - Lombaert, H., Sun, Y., & Cheriet, F. (février 2011). Fast 4D segmentation of large datasets using graph cuts [Communication écrite]. Medical Imaging 2011: Image Processing, Lake Buena Vista, FL, United states (7 pages).
  - Lombaert, H., Peyrat, J.-M., Fanton, L., Cheriet, F., Delingette, H., Ayache, N., Clarysse, P., Magnin, I., & Croisille, P. (septembre 2011). Statistical atlas of human cardiac fibers: Comparison with abnormal hearts [Communication écrite]. 2nd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges (STACOM 2011), Toronto, Canada.
  - Lombaert, H., Peyrat, J.-M., Fanton, L., Cheriet, F., Delingette, H., Ayache, N., Clarysse, P., Magnin, I., & Croisille, P. (septembre 2011). Variability of the human cardiac laminar structure [Communication écrite]. 2nd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges (STACOM 2011), Toronto, Canada.
- 2010
  - Girard, F., Benboujja, F., Parent, S., & Cheriet, F. (février 2010). Active self-calibration of thoracoscopic images for assisted minimally invasive spinal surgery [Communication écrite]. Medical Imaging 2010: Visualization, Image-Guided Procedures, and Modeling, San Diego, California, USA.
  - Harmouche, R., Cheriet, F., Labelle, H., & Dansereau, J. (juin 2010). Articulated Model Registration of MRI/X-Ray Spine Data [Communication écrite]. 7th International Conference Image Analysis and Recognition (ICIAR 2010), Povoa de Varzim, Portugal.
  - Bourezak, R., Lamouche, G., & Cheriet, F. (février 2010). Automatic lumen segmentation from intravascular OCT images [Communication écrite]. Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, California, USA (5 pages).
  - Cheriet, F., Song, L., Debanné, P., Dionne, O., & Labelle, H. (octobre 2010). 3D Digitizing Device Applied in Evaluation and Simulation of Postoperative Trunk Surface Shape in Adolescent Idiopathic Scoliosis [Communication écrite]. 1st International Conference on 3D Body Scanning Technologies (3DBodyTech 2010), Lugano, Switzerland.
  - Chevrefils, C., Duong, L., Cheriet, F., Parent, S., & Aubin, C.-É. (juillet 2010). 2D/3D registration of pre-operative MRI models with a single radiographic image : feasibility study [Communication écrite]. International Research Society of Spinal Deformities Meeting, Montréal, Québec.
  - Bisson, M., Cheriet, F., & Parent, S. (septembre 2010). 3D visualization tool for minimally invasive discectomy assistance [Communication écrite]. 8th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2010), Montréal, Québec.
  - Debanné, P., Pazos, V., Labelle, H., & Cheriet, F. (septembre 2010). Evaluation of reducibility of trunk asymmetry in lateral bending [Communication écrite]. 8th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2010), Montréal, Québec.
  - Lombaert, H., & Cheriet, F. (août 2010). Geodesic Thin Plate Splines for Image Segmentation [Communication écrite]. 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul.
  - Olamaei, N., Cheriet, F., Beaudoin, G., & Martel, S. (août 2010). MRI visualization of a single 15 µm navigable imaging agent and future microrobot [Communication écrite]. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), Buenos Aires, Argentina.
  - Séoud, L., Adankon, M. M., Labelle, H., Dansereau, J., & Cheriet, F. (avril 2010). Prediction of scoliosis curve type based on the analysis of trunk surface topography [Communication écrite]. 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands.
  - Lombaert, H., & Cheriet, F. (avril 2010). Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues [Communication écrite]. 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands.
  - Séoud, L., Adankon, M. M., Labelle, H., Dansereau, J., & Cheriet, F. (juin 2010). Towards Non Invasive Diagnosis of Scoliosis Using Semi-Supervised Learning Approach [Communication écrite]. 7th International Conference Image Analysis and Recognition (ICIAR 2010), Povoa de Varzim, Portugal.
- 2009
  - Bourezak, R., Lamouche, G., & Cheriet, F. (juillet 2009). Artery wall extraction from intravascular oct images [Communication écrite]. 6th International Conference on Image Analysis and Recognition (ICIAR 2009), Halifax, NS, Canada.
  - Boisvert, J., Cheriet, F., Pennec, X., & Ayache, N. (février 2009). 3D reconstruction of the human spine from radiograph(s) using a multi-body statistical model [Communication écrite]. Medical Imaging 2009: Visualization, Image-Guided Procedures, and Modeling.
  - Kadoury, S., Cheriet, F., & Labelle, H. (juin 2009). Segmentation of scoliotic spine silhouettes from enhanced biplanar X-rays using a prior knowledge Bayesian framework [Communication écrite]. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2009).
- 2008
  - Kadoury, S., Cheriet, F., & Labelle, H. (mai 2008). A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs [Communication écrite]. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2008), Paris, France.
  - Thériault, J., Cheriet, F., & Guibault, F. (juin 2008). Automatic detection of the back valley on scoliotic trunk using polygonal surface curvature [Communication écrite]. 5th International Conference on Image Analysis and Recognition (ICIAR 2008), Povoa de Varzim, Portugal.
  - Tchoulack, S., Langlois, J. M. P., & Cheriet, F. (juin 2008). A video stream processor for real-time detection and correction of specular reflections in endoscopic images [Communication écrite]. Joint IEEE North-East Workshop on Circuits and Systems and TAISA Conference (NEWCAS-TAISA 2008), Montréal, Québec.
  - Kadoury, S., Cheriet, F., & Labelle, H. (juillet 2008). Prediction of the T2-T12 kyphosis in adolescent idiopathic scoliosis using a multivariate regression model [Communication écrite]. 7th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2008), Liverpool, United kingdom.
  - Kadoury, S., Cheriet, F., & Labelle, H. (juin 2008). Self-calibration of biplanar radiographic system for the clinical 3D assessment of spinal deformities [Communication écrite]. International Conference on Computer Assisted Radiology & Surgery, Barcelona, Spain.
- 2007
  - Courchesne, O., Guibault, F., Dompierre, J., & Cheriet, F. (août 2007). Adaptive mesh generation of MRI images for 3D reconstruction of human trunk [Communication écrite]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec.
  - Hurtut, T., Cheriet, F., & Chronopoulos, M. (octobre 2007). A Novel Collaborative Website and Artworks Database Management System for Artist-Run Centres [Communication écrite]. International Cultural Heritage Informatics Meeting (ICHIM 2007), Toronto, Canada.
  - Alexandrescu, I., Cheriet, F., & Delorme, S. (août 2007). A novel 3D segmentation method of the lumen from intravascular ultrasound images [Communication écrite]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec.
  - Hurtut, T., & Cheriet, F. (août 2007). Automatic closed edge detection using level lines selection [Communication écrite]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec.
  - Lombaert, H., Sun, Y., & Cheriet, F. (août 2007). Landmark-based non-rigid registration via graph cuts [Communication écrite]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec.
  - Saddi, K. A., Chefd'hotel, C., & Cheriet, F. (février 2007). Large deformation registration of contrast-enhanced images with volume-preserving constraint [Communication écrite]. Medical Imaging 2007, San Diego, CA, United States.
  - Shawfaty, N., Cheriet, F., Coillard, C., Rhalmi, S., Labelle, H., & Rivard, C. H. (mai 2007). Non invasive evaluation of SpineCor brace correction from surface topography [Affiche]. 4th International Conference on Conservative Management of Spinal Deformities, Boston, MA, USA. Publié dans Scoliosis, 2(S1).
  - Guibault, F., Thériault, J., Vallet, M.-G., & Cheriet, F. (janvier 2007). On surface curvature approximations from a polygon mesh [Communication écrite]. 5th Curves and Surfaces Conference, Avignon, France.
  - Béliveau, P., Setser, R., Cheriet, F., & O'Donnell, T. (février 2007). Patient-specific coronary territory maps [Communication écrite]. Medical Imaging 2007: Physiology, Function, and Structure from Medical Images, San Diego, CA, United States.
  - Fallavollita, P., & Cheriet, F. (août 2007). Robust coronary artery tracking from fluoroscopic image sequences [Communication écrite]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec.
  - Doré, V., Duong, L., Cheriet, F., & Cheriet, M. (août 2007). Towards Segmentation of Pedicles on Posteroanterior X-Ray Views of Scoliotic Patients [Communication écrite]. International Conference on Image Analysis and Recognition (ICIAR), 2007, Montréal, QC.
  - Chevrefils, C., Cheriet, F., Grimard, G., & Aubin, C.-É. (août 2007). Watershed segmentation of intervertebral disk and spinal canal from MRI images [Communication écrite]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec.
- 2006
  - Boisvert, J., Cheriet, F., Pennec, X., Ayache, N., & Labelle, H. (juin 2006). A novel framework for the 3D analysis of spine deformation modes [Communication écrite]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium.
  - Boisvert, J., Cheriet, F., Pennec, X., Ayache, N., & Labelle, H. (juin 2006). Assessment of brace local action on vertebrae relative poses [Communication écrite]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium.
  - Boisvert, J., Pennec, X., Labelle, H., Cheriet, F., & Ayache, N. (juillet 2006). Principal spine shape deformation modes using Riemannian geometry and articulated models [Communication écrite]. 4th International Conference on Articulated Motion and Deformable Objects, Mallorca, Spain.
  - Wu, H., Ronsky, J., Cheriet, F., Harder, J., & Zernicke, R. (juin 2006). Scoliotic progression patterns in prognostic factors and future prediction of spinal deformity progression [Communication écrite]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium.
  - Plourde, F., Cheriet, F., & Dansereau, J. (juin 2006). Semi-automatic detection of scoliotic rib borders using chest radiographs. [Communication écrite]. 6th Biennial Meeting of the International Research Society of Spinal Deformities, Ghent, Belgium.
  - Duong, L., Cheriet, F., & Labelle, H. (juin 2006). Towards an automatic classification of spinal curves from x-ray images [Communication écrite]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium.
  - Fallavollita, P., & Cheriet, F. (août 2006). Towards an automatic coronary artery segmentation algorithm [Communication écrite]. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001), New York, NY, USA.
  - Kadoury, S., & Cheriet, F. (juin 2006). X-ray image restoration with adaptive PDE filter for an accurate calibration of the acquisition system for the 3D reconstruction of the spine [Communication écrite]. International Conference on Computer Assisted Radiology & Surgery, Osaka, Japan.
- 2005
  - Windisch, L., Cheriet, F., & Grimard, G. (septembre 2005). Bayesian differentiation of multi-scale line-structures for model-free instrument segmentation in thoracoscopic images [Communication écrite]. 2nd International Conference on Image Analysis and Recognition (ICIAR 2005), Toronto, Ont., Canada.
  - Cheriet, F., Jiang, D., & Stewart, N. F. (février 2005). Modelling and simulation of scoliotic deformities [Communication écrite]. 24th IASTED International Conference on Modeling, Identification, and Control (MIC 2005), Innsbruck, Austria.
  - Shu, Y. Y., Bilodeau, G.-A., & Cheriet, F. (mai 2005). Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging [Communication écrite]. 2nd Canadian Conference on Computer and Robot Vision (CVR 2005), Victoria, British Columbia, Canada.
- 2004
  - Bellefleur, C., Aubin, C.-É., Cheriet, F., & Labelle, H. (juin 2004). Validation of a clinical tool for brace design and adjustment [Communication écrite]. 5th International Research Society for Spinal Deformities Symposium (IRSSD 2004), Vancouver, CB, Canada.
- 2003
  - Hurtut, T., Cheriet, F., Joncas, J., & Dansereau, J. Analyse automatique d'images couleur résultantes d'une chirurgie de correction de la scoliose [Communication écrite]. Congrès de la Société de la scoliose du Québec.
  - Boisvert, J., Cheriet, F., & Grimard, G. (juin 2003). Segmentation of Laparoscopic Images for Computer Assisted Surgery [Communication écrite]. 13th Scandinavian Conference on Image Analysis (SCIA 2003).
- 2002
  - Cheriet, F., Remaki, L., Bellefleur, C., Koller, A., Labelle, H., & Dansereau, J. (mai 2002). A new X-ray calibration / reconstruction system for 3D clinical assessment of spinal deformities [Communication écrite]. 4th Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2002), Athens, Greece.
  - Pazos, V., Cheriet, F., Labelle, H., & Dansereau, J. (mai 2002). 3D reconstruction and analysis of the whole trunk surface for non-invasive follow-up of scoliotic deformities [Communication écrite]. 4th Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2002), Athens, Greece.
  - Novosad, J., Cheriet, F., Delorme, S., Poirier, S., Beauséjour, M., & Labelle, H. (mai 2002). Self-calibration of biplanar radiographs for a retrospective comparative study of the 3D correction of adolescent idiopathic scoliosis [Communication écrite]. 4th Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2002), Athens, Greece.
- 2000
  - Verniest, F., Petit, Y., Chopin, D., Godillon-Maquinghen, A.-P., Cheriet, F., Drazétic, P., & Aubin, C.-É. (mai 2000). Biomechanical simulation of Colorado instrumentation of the scoliotic spine: a preliminary study [Communication écrite]. 3rd Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2000), Clermont Ferrand, France.
  - Garceau, P., Beauséjour, M., Cheriet, F., Labelle, H., & Aubin, C.-É. (mai 2000). Investigation of Muscle Recruitment Patterns in Scoliosis Using a Biomechanical Finite Element Model [Communication écrite]. 3rd Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2000), Clermont Ferrand, France.
- 1998
  - Cheriet, F., Delorme, S., Labelle, H., Aubin, C.-É., De Guise, J. A., & Dansereau, J. (juin 1998). Intraoperative 3D reconstruction of the scoliotic spine from biplanar radiographic images [Communication écrite]. 2nd Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 1998), Burlington, Vermont.
Brevets (2)
- 2015
  - Grady, L., Lombaert, H., Polimeni Rizzo, J., & Cheriet, F. (2015). Methods and systems for fast automatic brain matching via spectral correspondence. (Brevet no US8965077).
- 2012
  - Sun, Y., Lombaert, H., & Cheriet, F. (2012). Fast 4D segmentation of large datasets using graph cuts. (Brevet no US8131075).