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Alsheghri, A., Ghadiri, F., Zhang, Y., Lessard, O., Keren, J., Cheriet, F., & Guibault, F. (2022, February). Semi-supervised segmentation of tooth from 3D scanned dental arches [Poster]. SPIE Medical Imaging 2022 : Image processing, San Diego, California, USA (6 pages). External link
Aissiou, M., Curnier, D., Caru, M., Hafyane, T., Leleu, L., Krajinovic, 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. External link
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). External link
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. External link
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. External link
Abdelsalam, A. M., Boulet, F., Demers, G., Langlois, J. M. P., & Cheriet, F. (2018, December). An Efficient FPGA-based Overlay Inference Architecture for Fully Connected DNNs [Paper]. International Conference on ReConFigurable Computing and FPGAs (ReConFig 2018), Cancun, Mexico (6 pages). External link
Ahmad, O., Debanne, P., Paren, S., Labelle, H., & Cheriet, F. (2017, November). 3D shape asymmetry analysis using correspondence between partial geodesic curves [Paper]. 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montréal, Québec. External link
Abdelsalam, A. M., Langlois, J. M. P., & Cheriet, F. (2017, February). Accurate and Efficient Hyperbolic Tangent Activation Function on FPGA using the DCT Interpolation Filter (Abstract Only) [Paper]. ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA 2017), Monterey, CA, USA. External link
Abdelsalam, A. M., Langlois, J. M. P., & Cheriet, F. (2017, April). A Configurable FPGA Implementation of the Tanh Function Using DCT Interpolation [Paper]. 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM 2017), Napa, California. External link
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. External link
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. External link
Ahmad, O., Lombaert, H., Parent, S., Labelle, H., Dansereau, J., & Cheriet, F. (2016, October). Longitudinal scoliotic trunk analysis via spectral representation and statistical analysis [Paper]. 1st International Workshop on Spectral and Shape Analysis in Medical Imaging (SeSAMI 2016), Athens, Greece. External link
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. External link
Ali, M. A., Hurtut, T., Faucon, T., & Cheriet, F. (2014, February). Glaucoma detection based on local binary patterns in fundus photographs [Paper]. Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, Calif., USA. External link
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. External link
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. External link
Aissiou, M., Périé, 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. External link
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. External link
Adankon, M. M., Dansereau, J., Labelle, H., & Cheriet, F. (2012, July). Analysis of scoliosis trunk deformities using ICA [Paper]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec. External link
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. External link
Adankon, M. M., Dansereau, J., Parent, S., Labelle, H., & Cheriet, F. (2012, February). Scoliosis curve type classification using kernel machine from 3D trunk image [Paper]. Medical Imaging 2012 : Computer-Aided Diagnosis, San Diego, California, USA. External link
Alexandrescu, I., Cheriet, F., & Delorme, S. (2007, August). A novel 3D segmentation method of the lumen from intravascular ultrasound images [Paper]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec. External link
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. External link
Brossier, D., Flechelles, O., Sauthier, M., Engert, C., Chahir, Y., Emeriaud, 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. External link
Brignol, A., Cheriet, F., & Laporte, C. (2021). Extraction automatique de repères vertébraux à partir d'échographies. médecine/sciences, 37(HS 1), 22-24. External link
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. External link
Brignol, A., Cheriet, F., & Laporte, C. (2019, February). A robust index for global tissue deformation analysis in ultrasound images [Paper]. Medical Imaging 2019: Image Processing, USA (8 pages). External link
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. External link
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. External link
Brignol, A., Cheriet, F., Miron, M.-C., & Laporte, C. (2016, May). Automatic extraction of vertebral landmarks from ultrasound images [Paper]. 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). Published in Scoliosis and Spinal Disorders, 12(S1). Available
Bendaoudi, H., Cheriet, F., & Langlois, J. M. P. (2016, October). Memory efficient multi-scale line detector architecture for retinal blood vessel segmentation [Paper]. Conference on Design and Architectures for Signal and Image Processing (DASIP 2016), Rennes, France. External link
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. External link
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. External link
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. External link
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). External link
Benovoy, M., Jacobs, M., Cheriet, F., Dahdah, N., Arai, A. E., & Li-Yueh, H. (2015, April). Automatic nonrigid motion correction for quantitative first-pass cardiac MR perfusion imaging [Paper]. 12th IEEE International Symposium on Biomedical Imaging (ISBI 2015), New York, NY. External link
Berton, F., Azzabi, W., Cheriet, F., & Laporte, C. (2015, July). Automatic segmentation of vertebrae in ultrasound images [Paper]. 12th International Conference on Image Analysis and Recognition (ICIAR 2015), Niagara Falls, ON, Canada. External link
Beliveau, 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. External link
Bendaoudi, H., Gan, Q., Cheriet, F., Ben Tahar, H., & Langlois, J. M. P. (2015, December). A run-length encoding co-processor for retinal image texture analysis [Paper]. International Conference on Reconfigurable Computing and FPGAs (ReConFig 2015), Mexico City, Mexico (6 pages). External link
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 [Poster]. Unspecified (1 page). External link
Beliveau, P., Cheriet, F., Anderson, S. A., Taylor, J., Arai, A. E., & Hsu, L.-Y. (2014, January). Textural analysis of late gadolinium enhanced magnetic resonance images can discriminate acute from chronic myocardial infarction [Poster]. 17th annual SCMR Scientific Sessions, New Orleans, LA, USA (2 pages). Published in Journal of Cardiovascular Magnetic Resonance, 16(S1). Available
Bendaoudi, H., Cheriet, F., Ben Tahar, H., & Langlois, J. M. P. (2014, October). A Scalable Hardware Architecture for Retinal Blood Vessel Detection in High Resolution Fundus Images [Paper]. Conference on Design & Architectures for Signal & Image Processing (DASIP 2014), Madrid, Spain. External link
Beliveau, P., Cheriet, F., Anderson, S. A., Taylor, J., Berul, S., Arai, A. E., & Hsu, L.-Y. (2013, April). Textural analysis of diffuse myocardial fibrosis in aging rats: a late gadolinium enhancement magnetic resonance imaging study [Paper]. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2013), San Francisco, CA, USA. External link
Bisson, M., Cheriet, F., & Parent, S. (2010, September). 3D visualization tool for minimally invasive discectomy assistance [Paper]. 8th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2010), Montréal, Québec. External link
Bourezak, R., Lamouche, G., & Cheriet, F. (2010, February). Automatic lumen segmentation from intravascular OCT images [Paper]. Medical Imaging 2010: Computer-Aided Diagnosis, San Diego, California, USA (5 pages). External link
Boisvert, J., Cheriet, F., Pennec, X., & Ayache, N. (2009, February). 3D reconstruction of the human spine from radiograph(s) using a multi-body statistical model [Paper]. Medical Imaging 2009: Visualization, Image-Guided Procedures, and Modeling. External link
Bourezak, R., Lamouche, G., & Cheriet, F. (2009, July). Artery wall extraction from intravascular oct images [Paper]. 6th International Conference on Image Analysis and Recognition (ICIAR 2009), Halifax, NS, Canada. External link
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. External link
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. External link
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. Available
Beliveau, P., Setser, R., Cheriet, F., & O'Donnell, T. (2007, February). Patient-specific coronary territory maps [Paper]. Medical Imaging 2007: Physiology, Function, and Structure from Medical Images, San Diego, CA, United States. External link
Boisvert, J., Cheriet, F., Pennec, X., Ayache, N., & Labelle, H. (2006, June). Assessment of brace local action on vertebrae relative poses [Paper]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium. External link
Bilodeau, G.-A., Shu, Y., & Cheriet, F. (2006). Multistage graph-based segmentation of thoracoscopic images. Computerized Medical Imaging and Graphics, 30(8), 437-446. External link
Boisvert, J., Cheriet, F., Pennec, X., Ayache, N., & Labelle, H. (2006, June). A novel framework for the 3D analysis of spine deformation modes [Paper]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium. External link
Boisvert, J., Pennec, X., Labelle, H., Cheriet, F., & Ayache, N. (2006, July). Principal spine shape deformation modes using Riemannian geometry and articulated models [Paper]. 4th International Conference on Articulated Motion and Deformable Objects, Mallorca, Spain. External link
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. External link
Bellefleur, C., Aubin, C.-É., Cheriet, F., & Labelle, H. (2004, January). Valdiation of a clinical tool for brace design and adjustment [Paper]. International Research Society for Spinal Deformities Symposium, Vancouver, Canada. Unavailable
Boisvert, J., Cheriet, F., & Grimard, G. (2003, June). Segmentation of Laparoscopic Images for Computer Assisted Surgery [Paper]. 13th Scandinavian Conference on Image Analysis (SCIA 2003). External link
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. External link
Christodoulidis, A., Hurtut, T., & Cheriet, F. (2017, April). Proliferative diabetic retinopathy characterization based on the spatial organization of vascular junctions in fundus images [Paper]. 14th IEEE International Symposium on Biomedical Imaging (ISBI 2017), Melbourne, Australia. External link
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. External link
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). External link
Cheriet, F. (2013, May). Multimodal image fusion of anatomical structures for diagnosis, therapy planning and assistance [Paper]. 8th International Workshop on Systems, Signal Processing and Their Applications (WoSSPA 2013), Algiers, Algeria. External link
Cheikh, T. L. B., Beltrame, G., Nicolescu, G., Cheriet, F., & Tahar, S. (2012, June). Parallelization strategies of the canny edge detector for multi-core CPUs and many-core GPUs [Paper]. 10th IEEE International New Circuits and Systems Conference (NEWCAS 2012), Montréal, Québec. External link
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). Available
Cartiaux, O., Aubin, C.-É., Labelle, H., & Cheriet, F. (2012, July). Toward the Next Generation of Simulator for Intraoperative Navigation of Scoliotic Spine Surgeries. [Paper]. 9th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2012), Poznan, Poland. External link
Chevrefils, C., Duong, L., Cheriet, F., Parent, S., & Aubin, C.-É. (2010, July). 2D/3D registration of pre-operative MRI models with a single radiographic image : feasibility study [Paper]. International Research Society of Spinal Deformities Meeting, Montréal, Québec. Unavailable
Cheriet, F., Song, L., Debanne, P., Dionne, O., & Labelle, H. (2010, October). 3D Digitizing Device Applied in Evaluation and Simulation of Postoperative Trunk Surface Shape in Adolescent Idiopathic Scoliosis [Paper]. 1st International Conference on 3D Body Scanning Technologies (3DBodyTech 2010), Lugano, Switzerland. External link
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. External link
Courchesne, O., Guibault, F., Dompierre, J., & Cheriet, F. (2007, August). Adaptive mesh generation of MRI images for 3D reconstruction of human trunk [Paper]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec. External link
Cheriet, F., Jiang, D., & Stewart, N. F. (2007). Modelling of scoliotic deformities. International Journal of Modelling and Simulation, 27(2), 171-180. External link
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. External link
Chevrefils, C., Cheriet, F., Grimard, G., & Aubin, C.-É. (2007, August). Watershed segmentation of intervertebral disk and spinal canal from MRI images [Paper]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec. External link
Cheriet, F., Jiang, D., & Stewart, N. F. (2005, February). Modelling and simulation of scoliotic deformities [Paper]. 24th IASTED International Conference on Modeling, Identification, and Control (MIC 2005), Innsbruck, Austria. External link
Cheriet, F., Remaki, L., Bellefleur, C., Koller, A., Labelle, H., & Dansereau, J. (2002, May). A new X-ray calibration / reconstruction system for 3D clinical assessment of spinal deformities [Paper]. 4th Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2002), Athens, Greece. External link
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. Unavailable
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. External link
Cheriet, F., Delorme, S., Labelle, H., Aubin, C.-É., De Guise, J. A., & Dansereau, J. (1998, June). Intraoperative 3D reconstruction of the scoliotic spine from biplanar radiographic images [Paper]. 2nd Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 1998), Burlington, Vermont. External link
Desrosiers, C., Letenneur, M., Bernier, F., Piché, N., Provencher, B., Cheriet, F., Guibault, F., & Brailovski, V. (2024). Automated porosity segmentation in laser powder bed fusion part using computed tomography: a validity study. Journal of Intelligent Manufacturing, 21 pages. External link
Desrosiers, C., Letenneur, M., Bernier, F., Cheriet, F., Brailovski, V., Piché, N., & Guibault, F. (2022, February). Correlative laser confocal microscopy study and multimmodal 2D/3D registration as ground truth for x-ray inspection of internal defects in LPBF manufacturing [Paper]. 11th Conference on Industrial Computed Tomography (ICT 2022), Wels, Austria. External link
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). Available
Duc Hoa, T., Meunier, M., & Cheriet, F. (2021, January). Deep image clustering using self-learning optimization in a variational auto-encoder [Paper]. International Conference on Pattern Recognition (ICPR 2021). External link
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. External link
Daoud, Y., Cheriet, F., Beausejour, M., Debanne, P., & Labelle, H. (2020, July). 3D reconstruction of the human trunk for designing personalized braces : Precision study [Paper]. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada. External link
Damseh, R., Delafontaine-Martel, P., James-Marchand, P., Sirpal, P., Cheriet, F., & Lesage, F. (2020, July). Automated Analysis of Brain Microvasculature: From Segmentation to Anatomical Modeling [Paper]. 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada. External link
Damseh, R., Cheriet, F., & Lesage, F. (2020, April). Modeling the Topology of Cerebral Microvessels Via Geometric Graph Contraction [Paper]. 17th IEEE International Symposium on Biomedical Imaging (ISBI 2020), Iowa City, IA. External link
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. External link
Damseh, R., Cheriet, F., & Lesage, F. (2018, July). Fully Convolutional DenseNets for Segmentation of Microvessels in Two-photon Microscopy [Paper]. 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), Honolulu, HI. External link
Debanné, P., Ahmad, O., Parent, S., Labelle, H., & Cheriet, F. (2017, July). A novel automatic method to evaluate scoliotic trunk shape changes in different postures [Paper]. 14th International Conference on Image Analysis and Recognition (ICIAR 2017), Montréal, Québec. External link
Dionne, O., Assi, K. C., Grenier, S., Labelle, H., Guibault, F., & Cheriet, F. (2012, May). Simulation of the postoperative trunk appearance in scoliosis surgery [Paper]. 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Barcelona, Spain. External link
Duong, L., Cheriet, F., & Labelle, H. (2010). Automatic Detection of Scoliotic Curves in Posteroanterior Radiographs. IEEE Transactions on Biomedical Engineering, 57(5), 1143-1151. External link
Debanne, P., Pazos, V., Labelle, H., & Cheriet, F. (2010, September). Evaluation of reducibility of trunk asymmetry in lateral bending [Paper]. 8th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2010), Montréal, Québec. External link
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. External link
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. External link
Doré, V., Duong, L., Cheriet, F., & Cheriet, M. (2007, August). Towards Segmentation of Pedicles on Posteroanterior X-Ray Views of Scoliotic Patients [Paper]. International Conference on Image Analysis and Recognition (ICIAR), 2007, Montréal, QC. External link
Duong, L., Cheriet, F., & Labelle, H. (2006). Three-Dimensional Classification of Spinal Deformities Using Fuzzy Clustering. Spine, 31(8), 923-930. External link
Duong, L., Cheriet, F., & Labelle, H. (2006, June). Towards an automatic classification of spinal curves from x-ray images [Paper]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium. External link
Fathy, W., Emeriaud, G., & Cheriet, F. (2023, April). Prediction of ICU Readmission Using LightGBM Classifier [Paper]. 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), Cartagena, Colombia (4 pages). External link
Farah, R., Belanger, S., Jafari, R., Chevrefils, C., Sylvestre, J.-P., Lesage, F., & Cheriet, F. (2017, July). Retinal vessel segmentation from a hyperspectral camera images [Paper]. Image Analysis and Recognition. 14th International Conference (ICIAR 2017), Montréal, Québec. External link
Fasih, M., Langlois, J. M. P., & Cheriet, F. (2014, February). Retinal image quality assessment using generic features [Paper]. SPIE Medical Imaging, San Diego, California, USA. External link
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. External link
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. Critical Care Research and Practice, 2013, 1-8. Available
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. External link
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. External link
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. External link
Fallavollita, P., & Cheriet, F. (2008). Optimal 3d Reconstruction of Coronary Arteries for 3d Clinical Assessment. Computerized Medical Imaging and Graphics, 32(6), 476-487. External link
Fortin, D., Cheriet, F., Beausejour, 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. External link
Fallavollita, P., & Cheriet, F. (2007, August). Robust coronary artery tracking from fluoroscopic image sequences [Paper]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec. External link
Fallavollita, P., & Cheriet, F. (2006, August). Towards an automatic coronary artery segmentation algorithm [Paper]. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2001), New York, NY, USA. External link
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). External link
Guerroumi, N., Playout, C., Laporte, C., & Cheriet, F. (2019, April). Automatic segmentation of the scoliotic spine from mr images [Paper]. 16th IEEE International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy. External link
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. External link
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. External link
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). Available
Girard, F., & Cheriet, F. (2017, November). Artery/vein classification in fundus images using CNN and likelihood score propagation [Paper]. 5th IEEE Global Conference on Signal and Information Processing (GlobalSIP 2017), Montréal, Québec. External link
Girard, F., Kavalec, C., Grenier, S., Ben Tahar, H., & Cheriet, F. (2016, March). Simultaneous macula detection and optic disc boundary segmentation in retinal fundus images [Paper]. Medical Imaging 2016: Image Processing, San Diego, CA, United states. External link
Grady, L., Lombaert, H., Polimeni Rizzo, J., & Cheriet, F. (2015). Methods and systems for fast automatic brain matching via spectral correspondence. (Patent no. US8965077). External link
Garnier, M., Hurtut, T., Ben Tahar, H., & Cheriet, F. (2014, February). Automatic multiresolution age-related macular degeneration detection from fundus images [Paper]. Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, Calif., USA. External link
Girard, F., Kavalec, C., Tahar, H. B., & Cheriet, F. (2014, September). Uncertainty assessment of vessels width measurement from intensity profile model fitting in fundus images [Paper]. Ophthalmic Medical Image Analysis First International Workshop (OMIA 2014), Boston, MA, USA. External link
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. External link
Girard, F., Benboujja, F., Parent, S., & Cheriet, F. (2010, February). Active self-calibration of thoracoscopic images for assisted minimally invasive spinal surgery [Paper]. Medical Imaging 2010: Visualization, Image-Guided Procedures, and Modeling, San Diego, California, USA. External link
Guibault, F., Thériault, J., Vallet, M.-G., & Cheriet, F. (2007, January). On surface curvature approximations from a polygon mesh [Paper]. 5th Curves and Surfaces Conference, Avignon, France. Unavailable
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. External link
Garceau, P., Beausejour, M., Cheriet, F., Labelle, H., & Aubin, C.-É. (2000, May). Investigation of Muscle Recruitment Patterns in Scoliosis Using a Biomechanical Finite Element Model [Paper]. 3rd Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2000), Clermont Ferrand, France. External link
Hosseinimanesh, G., Ghadiri, F., Guibault, F., Cheriet, F., & Keren, J. (2023, October). From Mesh Completion to AI Designed Crown [Paper]. 26th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2023), Vancouver, BC, Canada. External link
Hosseinimanesh, G., Ghadiri, F., Alsheghri, A., Zhang, Y., Keren, J., Cheriet, F., & Guibault, F. (2023, February). Improving the quality of dental crown using a transformer-based method [Paper]. Medical Imaging 2023 : Physics of Medical Imaging,, San Diego, CA, USA (8 pages). External link
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. Available
Harmouche, R., Cheriet, F., Labelle, H., & Dansereau, J. (2013). Multimodal image registration of the scoliotic torso for surgical planning. BMC Medical Imaging, 13(1). Available
Harmouche, R., Cheriet, F., Labelle, H., & Dansereau, J. (2013, February). Patient-specific model of a scoliotic torso for surgical planning [Paper]. Medical Imaging 2013: Image-Guided Procedures, Robotic Interventions, and Modeling, Lake Buena Vista, FL, United states (7 pages). External link
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. External link
Habert, S., Dahdah, N., & Cheriet, F. (2012, July). A novel method for an automatic 3D reconstruction of coronary arteries from angiographic images [Paper]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec. External link
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. External link
Harmouche, R., Cheriet, F., Labelle, H., & Dansereau, J. (2010, June). Articulated Model Registration of MRI/X-Ray Spine Data [Paper]. 7th International Conference Image Analysis and Recognition (ICIAR 2010), Povoa de Varzim, Portugal. External link
Hurtut, T., & Cheriet, F. (2007, August). Automatic closed edge detection using level lines selection [Paper]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec. External link
Hurtut, T., Cheriet, F., & Chronopoulos, M. (2007, October). A Novel Collaborative Website and Artworks Database Management System for Artist-Run Centres [Paper]. International Cultural Heritage Informatics Meeting (ICHIM 2007), Toronto, Canada. Unavailable
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. External link
Hurtut, T., Cheriet, F., Joncas, J., & Dansereau, J. Analyse automatique d'images couleur résultantes d'une chirurgie de correction de la scoliose [Paper]. Congrès de la Société de la scoliose du Québec. Unavailable
Khani, M., Débanné, 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. External link
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. External link
Khani, M., Debanné, P., Labelle, H., Parent, S., & Cheriet, F. Prediction of postoperative 3D spine shape using Controlled Point Deformation Network (CPDNet) [Paper]. SPIE Medical Imaging 2023 : Image Processing, San Diego, CA, USA (7 pages). External link
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. External link
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. External link
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. External link
Khomri, B., Christodoulidis, A., Djerou, L., Babahenini, M. C., & Cheriet, F. (2017, July). Particle swarm optimization approach for the segmentation of retinal vessels from fundus images [Paper]. 14th International Conference on Image Analysis and Recognition (ICIAR 2017), Montréal, Québec. External link
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. External link
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. External link
Kadoury, S., Cheriet, F., & Labelle, H. (2009, June). Segmentation of scoliotic spine silhouettes from enhanced biplanar X-rays using a prior knowledge Bayesian framework [Paper]. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2009). External link
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. External link
Kadoury, S., Cheriet, F., & Labelle, H. (2008, July). Prediction of the T2-T12 kyphosis in adolescent idiopathic scoliosis using a multivariate regression model [Paper]. 7th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2008), Liverpool, United kingdom. External link
Kadoury, S., Cheriet, F., & Labelle, H. (2008, June). Self-calibration of biplanar radiographic system for the clinical 3D assessment of spinal deformities [Paper]. International Conference on Computer Assisted Radiology & Surgery, Barcelona, Spain. Unavailable
Kadoury, S., Cheriet, F., & Labelle, H. (2008, May). A statistical image-based approach for the 3D reconstruction of the scoliotic spine from biplanar radiographs [Paper]. IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2008), Paris, France. External link
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. External link
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. External link
Kadoury, S., & Cheriet, F. (2006, June). X-ray image restoration with adaptive PDE filter for an accurate calibration of the acquisition system for the 3D reconstruction of the spine [Paper]. International Conference on Computer Assisted Radiology & Surgery, Osaka, Japan. Unavailable
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). External link
Li, S., Cheriet, F., & Laporte, C. (2024, May). SAM Zero-Shot detection of vertebral surfaces from freehand 3D ultrasound : SAM ZS detection of vertebral surfaces from FH 3D US [Paper]. 46th Canadian Medical and Biological Engineering Conference (CMBEC46), Toronto, ON, Canada. Published in CMBES Proceedings, 46. Unavailable
Li, S., Gauthier, L., Cheriet, F., Fortin, C., Paquette, P., & Laporte, C. (2023, February). Lamina landmark detection in ultrasound images: a preliminary study [Paper]. Medical Imaging 2023: Ultrasonic Imaging and Tomography, San Diego, CA, USA (8 pages). External link
Lepetit-Aimon, G., Boucher, M.-C., Duval, R., & Cheriet, F. (2023, April). Steered Convolutional Neurons to Better Learn the Classification of Retinal Vessels [Paper]. 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), Cartagena, Colombia (5 pages). External link
Lessard, O., Guibault, F., Keren, J., & Cheriet, F. (2022, March). Dental Restoration using a Multi-Resolution Deep Learning Approach [Paper]. 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI 2022), Kolkata, India (4 pages). External link
Lepetit-Aimon, G., Duval, R., & Cheriet, F. (2018, September). Large Receptive Field Fully Convolutional Network for Semantic Segmentation of Retinal Vasculature in Fundus Images [Paper]. 1st International Workshop on Computational Pathology (COMPAY 2018) and 5th International Workshop on Ophthalmic Medical Image Analysis (OMIA 2018), Granada, Spain. External link
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. External link
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. External link
Lombaert, H., Grady, L., Pennec, X., Peyrat, J.-M., Ayache, N., & Cheriet, F. (2012, October). Groupwise spectral log-demons framework for atlas construction [Paper]. 2nd MICCAI Workshop on Medical Computer Vision (MICCAI-MCV 2012), Nice, France. External link
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. External link
Lombaert, H., & Cheriet, F. (2012, July). Simultaneous image de-noising and registration using graph cuts: Application to corrupted medical images [Paper]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec. External link
Lombaert, H., Grady, L., Pennec, X., Ayache, N., & Cheriet, F. (2012, October). Spectral demons - Image registration via global spectral correspondence [Paper]. 12th European Conference on Computer Vision (ECCV 2012), Florence, Italy. External link
Lombaert, H., Peyrat, J.-M., Fanton, L., Cheriet, F., Delingette, H., Ayache, N., Clarysse, P., Magnin, I., & Croisille, P. (2011, September). Statistical atlas of human cardiac fibers: Comparison with abnormal hearts [Paper]. 2nd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges (STACOM 2011), Toronto, Canada. External link
Lombaert, H., Peyrat, J.-M., Fanton, L., Cheriet, F., Delingette, H., Ayache, N., Clarysse, P., Magnin, I., & Croisille, P. (2011, September). Variability of the human cardiac laminar structure [Paper]. 2nd International Workshop on Statistical Atlases and Computational Models of the Heart: Imaging and Modelling Challenges (STACOM 2011), Toronto, Canada. External link
Lombaert, H., Sun, Y., & Cheriet, F. (2011, February). Fast 4D segmentation of large datasets using graph cuts [Paper]. Medical Imaging 2011: Image Processing, Lake Buena Vista, FL, United states (7 pages). External link
Lombaert, H., Grady, L., Polimeni, J. R., & Cheriet, F. (2011, July). Fast brain matching with spectral correspondence [Paper]. 22nd International Conference on Information Processing in Medical Imaging (IPMI 2011), Kloster Irsee, Germany. External link
Lombaert, H., & Cheriet, F. (2010, August). Geodesic Thin Plate Splines for Image Segmentation [Paper]. 20th International Conference on Pattern Recognition (ICPR 2010), Istanbul. External link
Lombaert, H., & Cheriet, F. (2010, April). Spatio-temporal segmentation of the heart in 4D MRI images using graph cuts with motion cues [Paper]. 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands. External link
Lombaert, H., Sun, Y., & Cheriet, F. (2007, August). Landmark-based non-rigid registration via graph cuts [Paper]. 4th International Conference on Image Analysis and Recognition (ICIAR 2007), Montréal, Québec. External link
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. External link
Mohebpour, M. R., Guibault, F., & Cheriet, F. (2017, July). Mesh-based active model initialization for multiple organ segmentation in MR images [Paper]. 14th International Conference on Image Analysis and Recognition (ICIAR 2017), Montréal, Québec. External link
Naga Karthik, E. M. V., Laporte, C., & Cheriet, F. (2021, February). Three-dimensional segmentation of the scoliotic spine from MRI using unsupervised volume-based MR-CT synthesis [Paper]. Medical Imaging 2021: Image Processing (8 pages). External link
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. External link
Novosad, J., Cheriet, F., Delorme, S., Poirier, S., Beausejour, M., & Labelle, H. (2002, May). Self-calibration of biplanar radiographs for a retrospective comparative study of the 3D correction of adolescent idiopathic scoliosis [Paper]. 4th Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2002), Athens, Greece. External link
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. External link
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. External link
Olamaei, N., Cheriet, F., & Martel, S. (2013). Magnetic resonance imaging of microvessels using iron-oxide nanoparticles. Journal of Applied Physics, 113(12). External link
Olamaei, N., Cheriet, F., & Martel, S. (2012, July). 3D reconstruction of microvasculature in MRI using magnetic microparticles [Paper]. 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA 2012), Montréal, Québec. External link
Olamaei, N., Cheriet, F., & Martel, S. (2011, August). Accurate positioning of magnetic microparticles beyond the spatial resolution of clinical MRI scanners using susceptibility artifacts [Paper]. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Boston, MA, United states. External link
Olamaei, N., Cheriet, F., Beaudoin, G., & Martel, S. (2010, August). MRI visualization of a single 15 µm navigable imaging agent and future microrobot [Paper]. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2010), Buenos Aires, Argentina. External link
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). External link
Peskine, Y., Boucher, M.-C., & Cheriet, F. (2020, June). An interpretable data-driven score for the assessment of fundus images quality [Paper]. 17th International Conference on Image Analysis and Recognition (ICIAR 2020), Povoa de Varzim, Portugal. External link
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. External link
Playout, C., Duval, R., & Cheriet, F. (2018, September). A multitask learning architecture for simultaneous segmentation of bright and red lesions in fundus images [Paper]. 21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2018), Granada, Spain. External link
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. Available
Piche, N., Cheriet, F., & Guibault, F. (2016, September). A new topological descriptor for contextual feature indexing [Paper]. IEEE International Conference on Image Processing (ICIP 2016), Phoenix, AZ. External link
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. External link
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. External link
Plourde, F., Cheriet, F., & Dansereau, J. (2006, June). Semi-automatic detection of scoliotic rib borders using chest radiographs. [Paper]. 6th Biennial Meeting of the International Research Society of Spinal Deformities, Ghent, Belgium. External link
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. External link
Pazos, V., Cheriet, F., Labelle, H., & Dansereau, J. (2002, May). 3D reconstruction and analysis of the whole trunk surface for non-invasive follow-up of scoliotic deformities [Paper]. 4th Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2002), Athens, Greece. External link
Richer, E., Solano, M. M., Cheriet, F., Lesk, M. R., & Costantino, S. (2023, April). Noise-Free One-Cardiac-Cycle OCT Videos for Local Assessment of Retinal Tissue Deformation [Paper]. 20th IEEE International Symposium on Biomedical Imaging (ISBI 2023), Cartagena, Colombia (5 pages). External link
Richer, E., Masis, M., Cheriet, F., Lesk, M. R., & Costantino, S. (2023, April). Noise-free one-cardiac-cycle OCT videos for local assessment of retinal tissue deformation [Abstract]. ARVO Annual Meeting (ARVO 2023), New Orleans, LA, USA (4 pages). Published in Investigative Ophthalmology & Visual Science, 64(8). Unavailable
Royer-Rivard, R., Girard, F., Dahdah, N., & Cheriet, F. (2020, July). End-to-End Deep Learning Model for Cardiac Cycle Synchronization from Multi-View Angiographic Sequences [Paper]. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), Montréal, Québec. External link
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. External link
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. External link
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. External link
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. External link
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. External link
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. External link
Séoud, L., Chelbi, J., & Cheriet, F. (2015, October). Automatic Grading of Diabetic Retinopathy on a Public Database [Paper]. Ophthalmic Medical Image Analysis International Workshop (OMIA 2015), Munich, Germany. External link
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. External link
Séoud, L., Faucon, T., Hurtut, T., Chelbi, J., Cheriet, F., & Langlois, J. M. P. (2014, April). Automatic detection of microaneurysms and haemorrhages in fundus images using dynamic shape features [Paper]. 11th IEEE International Symposium on Biomedical Imaging (ISBI 2014), Beijing, China. External link
Séoud, L., Cheriet, F., Labelle, H., & Parent, S. (2013, February). Non-invasive quantitative assessment of scoliosis spinal surgery outcome [Paper]. Medical Imaging 2013: Biomedical Applications in Molecular, Structural, and Functional Imaging, Lake Buena Vista, FL, United states (7 pages). External link
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. External link
Sun, Y., Lombaert, H., & Cheriet, F. (2012). Fast 4D segmentation of large datasets using graph cuts. (Patent no. US8131075). External link
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. External link
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. External link
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. External link
Séoud, L., Adankon, M. M., Labelle, H., Dansereau, J., & Cheriet, F. (2010, April). Prediction of scoliosis curve type based on the analysis of trunk surface topography [Paper]. 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands. External link
Séoud, L., Adankon, M. M., Labelle, H., Dansereau, J., & Cheriet, F. (2010, June). Towards Non Invasive Diagnosis of Scoliosis Using Semi-Supervised Learning Approach [Paper]. 7th International Conference Image Analysis and Recognition (ICIAR 2010), Povoa de Varzim, Portugal. External link
Shawfaty, N., Cheriet, F., Coillard, C., Rhalmi, S., Labelle, H., & Rivard, C. H. (2007, May). Non invasive evaluation of SpineCor brace correction from surface topography [Poster]. 4th International Conference on Conservative Management of Spinal Deformities, Boston, MA, USA. Published in Scoliosis, 2(S1). Available
Saddi, K. A., Chefd'hotel, C., & Cheriet, F. (2007, February). Large deformation registration of contrast-enhanced images with volume-preserving constraint [Paper]. Medical Imaging 2007, San Diego, CA, United States. External link
Shu, Y. Y., Bilodeau, G.-A., & Cheriet, F. (2005, May). Segmentation of Laparoscopic Images: Integrating Graph-Based Segmentation and Multistage Region Merging [Paper]. 2nd Canadian Conference on Computer and Robot Vision (CVR 2005), Victoria, British Columbia, Canada. External link
Tran, D. H., Meunier, M., & Cheriet, F. (2020, July). OrgaNet: A Robust Network for Subcellular Organelles Classification in Fluorescence Microscopy Images [Paper]. 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2020), Montréal, Québec. External link
Tran, D. H., Meunier, M., & Cheriet, F. (2019, August). WaveM-CNN for Automatic Recognition of Sub-cellular Organelles [Paper]. 16th International Conference on Image Analysis and Recognition (ICIAR 2019), Waterloo, Ontario, Canada. External link
Thanh Van, P., Séoud, L., & Cheriet, F. (2015, July). Towards an Automatic Clinical Classification of Age-Related Macular Degeneration [Paper]. 12th International Conference on Image Analysis and Recognition (ICIAR 2015), Niagara Falls, ON, Canada. External link
Thivierge-Gaulin, D., Chou, C.-R., Kiraly, A. P., Chefd'Hotel, C., Strobel, N., & Cheriet, F. (2012, July). 3D-2D registration based on mesh-derived image bisection [Paper]. 5th International Workshop on Biomedical Image Registration (WBIR 2012), Nashville, TN. External link
Thériault, J., Cheriet, F., & Guibault, F. (2008, June). Automatic detection of the back valley on scoliotic trunk using polygonal surface curvature [Paper]. 5th International Conference on Image Analysis and Recognition (ICIAR 2008), Povoa de Varzim, Portugal. External link
Tchoulack, S., Langlois, J. M. P., & Cheriet, F. (2008, June). A video stream processor for real-time detection and correction of specular reflections in endoscopic images [Paper]. Joint IEEE North-East Workshop on Circuits and Systems and TAISA Conference (NEWCAS-TAISA 2008), Montréal, Québec. External link
Verniest, F., Petit, Y., Chopin, D., Godillon-Maquinghen, A. P., Cheriet, F., Drazetic, P., & Aubin, C.-É. (2000, May). Biomechanical simulation of Colorado instrumentation of the scoliotic spine: a preliminary study [Paper]. 3rd Biannual Meeting of the International Research Society of Spinal Deformities (IRSSD 2000), Clermont Ferrand, France. External link
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. External link
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. External link
Wu, H., Ronsky, J., Cheriet, F., Harder, J., & Zernicke, R. (2006, June). Scoliotic progression patterns in prognostic factors and future prediction of spinal deformity progression [Paper]. 6th Biennial Meeting of the International Research Society of Spinal Deformities (IRSSD 2006), Ghent, Belgium. External link
Windisch, L., Cheriet, F., & Grimard, G. (2005, September). Bayesian differentiation of multi-scale line-structures for model-free instrument segmentation in thoracoscopic images [Paper]. 2nd International Conference on Image Analysis and Recognition (ICIAR 2005), Toronto, Ont., Canada. External link
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). External link
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. External link
Yahyatabar, M., Jouvet, P., & Cheriet, F. (2020, July). Dense-Unet: a light model for lung fields segmentation in Chest X-Ray images [Paper]. 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2020), Montréal, Qc, Canada. External link
Yue, L., Vincent, N., Pong Chi, Y., Wei-Shi, Z., Cheriet, F., & Suen, C. Y. (2020, October). Pattern Recognition and Artificial Intelligence [Paper]. International Conference on Pattern Recognition and Artificial Intelligence (ICPRAI 2020), Zhongshan, China. External link
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. External link
Zaglam, N., Jouvet, P., Flechelles, O., Emeriaud, 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. External link
