Publications by authors named "Paul Babyn"

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SADiff: A Sinogram-Aware Diffusion Model for Low-Dose CT Image Denoising.
Farzan Niknejad Mazandarani, Paul Babyn, Javad Alirezaie

J Imaging Inform Med· December 2025

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Block Matching Based Speckle Tracking Echocardiography: Clinical Applications and Research Outlook in a Deep Learning Context.
Yufan Zhao, Guolong Pang, Zhengxiang Sun, Yuhan Liu, Lin Lv, Paul Babyn

J Imaging Inform Med· December 2025

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Point-of-care musculoskeletal ultrasound for hemophilic arthropathy: a scoping review of scanning protocols by the Imaging Expert Working Group of the International Prophylaxis Study Group.
Khang T Nguyen, Nihal Bakeer, Annette von Drygalski, Paul Babyn, Helen Pergantou

Res Pract Thromb Haemost· October 2025

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Virtual care delivery in Saskatchewan: Multi-stakeholder perspectives on implementation, appropriateness, and evaluation.
Sarah-Marie Durr, Abd Alras, Stacey Lovo, Hamza Dani, Laureen McIntyre, Paul Babyn

Healthc Manage Forum· September 2025

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Recommendations Regarding the Appropriateness of Virtual Care: A Systematic Review.
Abd Alras, Meet A Patel, Mark Wang, Stacey Lovo, Brenna Bath, Paul Babyn

Telemed J E Health· September 2025

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Ultra-sparse view lung CT image reconstruction using generative adversarial networks and compressed sensing.
Zhaoguang Li, Zhengxiang Sun, Lin Lv, Yuhan Liu, Xiuying Wang, Paul Babyn

J Xray Sci Technol· July 2025

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Comparison of Magnetic Resonance Imaging Scales for Assessment of Interval Changes of Arthropathy in Boys with Severe Hemophilia.
Ningning Zhang, Manuel Carcao, Danial M Ignas, Brian M Feldman, Pamela Hilliard, Paul Babyn

J Clin Med· July 2025

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Diffusion Meets Sinogram: A Hybrid Learning Framework for Low-Dose CT Image Denoising with Structural and Textural Priors.
Farzan Niknejad Mazandarani, Paul Babyn, Javad Alirezaie

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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GEDFormer: Gradient Edge Detection in LDCT Image Denoising Transformer Model.
Luella Marcos, Paul Babyn, Javad Alirezaie

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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SGAMARN: A GAN Framework for Metal Artifact Reduction in CT Imaging.
Shams Al-Rubaye, Farzan Niknejad Mazandarani, Naimul Khan, Paul Babyn, Javad Alirezaie

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Harnessing the Power of Generative AI to Enhance Radiologist Efficiency and Accuracy.
Paul S Babyn, Scott J Adams

Radiology· March 2025

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Pure Vision Transformer (CT-ViT) with Noise2Neighbors Interpolation for Low-Dose CT Image Denoising.
Luella Marcos, Paul Babyn, Javad Alirezaie

J Imaging Inform Med· October 2024

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Neonatal Catheter and Tube Placement and Radiographic Assessment Statistics in Relation to Important Anatomic Landmarks.
Robert D E Henderson, Sirwa Padash, Scott J Adams, Carolyn Augusta, Xin Yi, Paul Babyn

Am J Perinatol· May 2024

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International Prophylaxis Study Group (IPSG) haemophilia joint MRI scale version 2.0.
Björn Lundin, Nihal Bakeer, Amy L Dunn, Sridhar Gibikote, Shyamkumar N Keshava, Paul Babyn

Haemophilia· May 2024

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Deep learning-based age estimation from chest CT scans.
Ghazal Azarfar, Seok-Bum Ko, Scott J Adams, Paul S Babyn

Int J Comput Assist Radiol Surg· January 2024

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Applications of deep learning to reduce the need for iodinated contrast media for CT imaging: a systematic review.
Ghazal Azarfar, Seok-Bum Ko, Scott J Adams, Paul S Babyn

Int J Comput Assist Radiol Surg· October 2023

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AI analysis of chest radiographs as a biomarker of biological age.
Paul S Babyn, Scott J Adams

Lancet Healthy Longev· September 2023

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AI Predictive Uncertainty: A Step Forward.
Paul S Babyn

Radiology· September 2023

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Reductions in Bone Mineral Density Are Apparent Early in Children With Prevalent Osteonecrosis Lesions Following Leukemia Therapy.
Jacqueline M Halton, Jinui Ma, Paul Babyn, Mary Ann Matzinger, Sue C Kaste

J Bone Miner Res· August 2023

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A pictorial review of the radiographic skeletal findings in Morquio syndrome (mucopolysaccharidosis type IV).
Sirwa Padash, Haron Obaid, Robert D E Henderson, Yaseen Padash, Scott J Adams, Paul Babyn

Pediatr Radiol· May 2023

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Classification of endoscopic image and video frames using distance metric-based learning with interpolated latent features.
Fatemeh Sedighipour Chafjiri, Mohammad Reza Mohebbian, Khan A Wahid, Paul Babyn

Multimed Tools Appl· March 2023

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Clinical Impact and Generalizability of a Computer-Assisted Diagnostic Tool to Risk-Stratify Lung Nodules With CT.
Scott J Adams, David K Madtes, Brent Burbridge, Josiah Johnston, Ilya G Goldberg, Paul Babyn

J Am Coll Radiol· February 2023

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Economic Evaluation of Telerobotic Ultrasound Technology to Remotely Provide Ultrasound Services in Rural and Remote Communities.
Scott J Adams, Erika Penz, Biaka Imeah, Brent Burbridge, Haron Obaid, Paul Babyn

J Ultrasound Med· January 2023

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Gradient-based Optimization Algorithm for Hybrid Loss Function in Low-dose CT Denoising.
Farzan Niknejad Mazandarani, Luella Marcos, Paul Babyn, Javad Alirezaie

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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Dilated Convolution ResNet with Boosting Attention Modules and Combined Loss Functions for LDCT Image Denoising.
Luella Marcos, Franz Quint, Paul Babyn, Javad Alirezaie

Annu Int Conf IEEE Eng Med Biol Soc· July 2022

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