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Author Details

Samuel Kadoury
Centre de recherche du Centre Hospitalier de l'Universite de Montreal
2007
104
23
PMIDPaper TitleJournal TitlePublished Year
36822171Impact of Macrocephaly, as an Isolated Trait, on EEG Signal as Measured by Spectral Power and Multiscale Entropy during the First Year of Life.Dev Neurosci2023
37501197Radiomics using computed tomography to predict CD73 expression and prognosis of colorectal cancer liver metastases.J Transl Med2023
37257456Bidirectional feature matching based on deep pairwise contrastive learning for multiparametric MRI image synthesis.Phys Med Biol2023
37018252Conditional-Based Transformer Network With Learnable Queries for 4D Deformation Forecasting and Tracking.IEEE Trans Med Imaging2023
37103727A least square generative network based on invariant contrastive feature pair learning for multimodal MR image synthesis.Int J Comput Assist Radiol Surg2023
36441884Shape and Flow Sensing in Arterial Image Guidance From UV Exposed Optical Fibers Based on Spatio-Temporal Networks.IEEE Trans Biomed Eng2023
36580223Design of a Patient-Specific Respiratory-Motion-Simulating Platform for In Vitro 4D Flow MRI.Ann Biomed Eng2023
36935854Artificial intelligence to predict outcomes of head and neck radiotherapy.Clin Transl Radiat Oncol2023
36606975Optical frequency domain reflectometry shape sensing using an extruded optical fiber triplet for intra-arterial guidance.Opt Express2023
34670149Population-based 3D respiratory motion modelling from convolutional autoencoders for 2D ultrasound-guided radiotherapy.Med Image Anal2022
35661390Combining dense elements with attention mechanisms for 3D radiotherapy dose prediction on head and neck cancers.J Appl Clin Med Phys2022
36465337Corrigendum: MRI-guided focal or integrated boost high dose rate brachytherapy for recurrent prostate cancer.Front Oncol2022
36045491Image-guided Raman spectroscopy navigation system to improve transperineal prostate cancer detection. Part 1: Raman spectroscopy fiber-optics system and in situ tissue characterization.J Biomed Opt2022
36208571Towards annotation-efficient segmentation via image-to-image translation.Med Image Anal2022
35927999Impact of brain overgrowth on sensorial learning processing during the first year of life.Front Hum Neurosci2022
36091157MRI-guided focal or integrated boost high dose rate brachytherapy for recurrent prostate cancer.Front Oncol2022
36223780Effect of magnetic resonance imaging pre-processing on the performance of model-based prostate tumor probability mapping.Phys Med Biol2022
36085571Image-guided Raman spectroscopy navigation system to improve transperineal prostate cancer detection. Part 2: in-vivo tumor-targeting using a classification model combining spectral and MRI-radiomics features.J Biomed Opt2022
34861267Performance of an integrated multimodality image guidance and dose-planning system supporting tumor-targeted HDR brachytherapy for prostate cancer.Radiother Oncol2022
35178623Correction to: Abdominal motion tracking with freeâ¿¿breathing XDâ¿¿GRASP acquisitions using spatioâ¿¿temporal geodesic trajectories.Med Biol Eng Comput2022
35210482Cross-institutional outcome prediction for head and neck cancer patients using self-attention neural networks.Sci Rep2022
35029812Abdominal motion tracking with free-breathing XD-GRASP acquisitions using spatio-temporal geodesic trajectories.Med Biol Eng Comput2022
35167442Quantification and 3D Localization of Magnetically Navigated Superparamagnetic Particles Using MRI in Phantom and Swine Chemoembolization Models.IEEE Trans Biomed Eng2022
33048671Image-Guided Tethering Spine Surgery With Outcome Prediction Using Spatio-Temporal Dynamic Networks.IEEE Trans Med Imaging2021
33761478A feature invariant generative adversarial network for head and neck MRI/CT image synthesis.Phys Med Biol2021
34874934Prediction of post transarterial chemoembolization MR images of hepatocellular carcinoma using spatio-temporal graph convolutional networks.PLoS One2021
34469211Deep Learning: An Update for Radiologists.Radiographics2021
34601453Probabilistic 4D predictive model from in-room surrogates using conditional generative networks for image-guided radiotherapy.Med Image Anal2021
34743445Dimensional reduction based on peak fitting of Raman micro spectroscopy data improves detection of prostate cancer in tissue specimens.J Biomed Opt2021
34622313Navigation of Microrobots by MRI: Impact of Gravitational, Friction and Thrust Forces on Steering Success.Ann Biomed Eng2021
34302263Intra-operative forecasting of growth modulation spine surgery outcomes with spatio-temporal dynamic networks.Int J Comput Assist Radiol Surg2021
34114173Predictive online 3D target tracking with population-based generative networks for image-guided radiotherapy.Int J Comput Assist Radiol Surg2021
33400230True 3D parameters of the spinal deformity in adolescent idiopathic scoliosis.Spine Deform2021
31425023Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge.IEEE Trans Med Imaging2020
34422444High-Resolution Optical Fiber Shape Sensing of Continuum Robots: A Comparative Study.IEEE Int Conf Robot Autom2020
32084661Impact of temporal resolution and motion correction for dynamic contrast-enhanced MRI of the liver using an accelerated golden-angle radial sequence.Phys Med Biol2020
32026444Towards a new 3D classification for adolescent idiopathic scoliosis.Spine Deform2020
32040647Deep learning workflow in radiology: a primer.Insights Imaging2020
33039001Machine Learning Applications for Head and Neck Imaging.Neuroimaging Clin N Am2020
33038993Overview of Machine Learning: Part 2: Deep Learning for Medical Image Analysis.Neuroimaging Clin N Am2020
33063353MRI to C-arm spine registration through Pseudo-3D CycleGANs with differentiable histograms.Med Phys2020
32580056Prediction of in-plane organ deformation during free-breathing radiotherapy via discriminative spatial transformer networks.Med Image Anal2020
32797086Identification of intraductal carcinoma of the prostate on tissue specimens using Raman micro-spectroscopy: A diagnostic accuracy case-control study with multicohort validation.PLoS Med2020
32622121Prediction of inter-fractional radiotherapy dose plans with domain translation in spatiotemporal embeddings.Med Image Anal2020
32227280Pre-clinical evaluation of an image-guided in-situ Raman spectroscopy navigation system for targeted prostate cancer interventions.Int J Comput Assist Radiol Surg2020
32319263Quantitative spectral quality assessment technique validated using intraoperative in vivo Raman spectroscopy measurements.J Biomed Opt2020
32193665Predicting the Response to FOLFOX-Based Chemotherapy Regimen from Untreated Liver Metastases on Baseline CT: a Deep Neural Network Approach.J Digit Imaging2020
30451303Selective embolization with magnetized microbeads using magnetic resonance navigation in a controlled-flow liver model.Med Phys2019
33937787Deep Learning for Automated Segmentation of Liver Lesions at CT in Patients with Colorectal Cancer Liver Metastases.Radiol Artif Intell2019
31647061Feature engineering applied to intraoperative in vivo Raman spectroscopy sheds light on molecular processes in brain cancer: a retrospective study of 65 patients.Analyst2019
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Collaborators

Dominique Trudel
Institut du cancer de Montreal
Co-authored papers 7
Frederic Leblond
Centre de recherche du Centre hospitalier de l'Universite de Montreal
Co-authored papers 7
Bradford J Wood
National Cancer Institute, National Institutes of Health
Co-authored papers 5
Mirela Birlea
Centre de recherche du Centre hospitalier de l'Universite de Montreal
Co-authored papers 5
Fred Saad
University of Montreal Health Center
Co-authored papers 3
Peter L Choyke
National Cancer Institute, National Institutes of Health
Co-authored papers 3
Baris Turkbey
National Cancer Institute, National Institutes of Health
Co-authored papers 3
Kelly Aubertin
INSERM UMR_S9 and Universite de Strasbourg, Institut d'immunologie et d'hematologie
Co-authored papers 2
Mich??le Orain
Institut Universitaire de Cardiologie et de Pneumologie de Quebec, Universite Laval
Co-authored papers 2
Nazim Benzerdjeb
Institut de Pathologie Multisite
Co-authored papers 2
Laurent L??tourneau-Guillon
Centre Hospitalier de l'Universite de Montreal
Co-authored papers 2
No??mi Roy
Institut du Cancer de Montreal
Co-authored papers 2
Theodorus H van der Kwast
University Health Network, University of Toronto
Co-authored papers 2
Mathieu Latour
Centre Hospitalier de l'Universite de Montreal
Co-authored papers 2
Alain Bergeron
Centre de recherche sur le cancer de l'Universite Laval
Co-authored papers 2
Alejandro Berlin
University of Toronto, Princess Margaret Cancer Centre
Co-authored papers 2
Susan Prendeville
University of Toronto
Co-authored papers 2
Paul C Boutros
University of California los angeles
Co-authored papers 2
Andr??e-Anne Grosset
Centre de Recherche du Centre Hospitalier de l'Universite de Montreal (CRCHUM)
Co-authored papers 2
Yves Fradet
CHU de Quebec-Universite Laval
Co-authored papers 2
Roula Albadine
Centre hospitalier de l'Universite de Montreal
Co-authored papers 2
Andr?? Kougioumoutzakis
Centre de recherche du Centre hospitalier de l'Universite de Montreal
Co-authored papers 2
Robert G Bristow
University of Toronto
Co-authored papers 2
Bernard T??tu
Centre de Recherche du CHU de Quebec-Universite Laval (axe Oncologie)
Co-authored papers 2
Julien Cohen-Adad
Institute of Biomedical Engineering
Co-authored papers 2
Michael Fraser
Princess Margaret Cancer Centre, University Health Network
Co-authored papers 2
H??l??ne Hovington
Centre de Recherche du CHU de Quebec-Universite Laval (axe Oncologie)
Co-authored papers 2
William Marston Linehan
Co-authored papers 2
Herv?? Brisson
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Arthur Plante
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Release 1.2