Automatic Paraspinal Muscle Segmentation in Patients with Lumbar Pathology Using Deep Convolutional Neural Network. - Wenyao Xia; Maryse Fortin; Joshua Ahn; Hassan Rivaz; Michele C. Battié; Terry M. Peters; Yiming Xiao (MICCAI (2), 2019)

Receptive Field Size as a Key Design Parameter for Ultrasound Image Segmentation with U-Net. - Bahareh Behboodi; Maryse Fortin; Clyde J. Belasso; Rupert Brooks; Hassan Rivaz (EMBC, 2020)

Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. - Yiming Xiao; Andreas Maier 001; Wolfgang Wein; Roozbeh Shams; Samuel Kadoury; David Drobny; Marc Modat; Ingerid Reinertsen; Hassan Rivaz; Matthieu Chabanas; Maryse Fortin; Inês Machado; et al. (IEEE Trans. Medical Imaging, 2020)

Joint Paraspinal Muscle Segmentation and Inter-rater Labeling Variability Prediction with Multi-task TransUNet. - Parinaz Roshanzamir; Hassan Rivaz; Joshua Ahn; Hamza Mirza; Neda Naghdi; Meagan Anstruther; Michele C. Battié; Maryse Fortin; Yiming Xiao (UNSURE@MICCAI, 2022)

How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation. - Parinaz Roshanzamir; Hassan Rivaz; Joshua Ahn; Hamza Mirza; Neda Naghdi; Meagan Anstruther; Michele C. Battié; Maryse Fortin; Yiming Xiao (UNSURE@MICCAI, 2023)

Uncertainty-aware transformer model for anatomical landmark detection in paraspinal muscle MRIs. - Soorena Salari; Amirhossein Rasoulian; Michele C. Battié; Maryse Fortin; Hassan Rivaz; Yiming Xiao (Image Processing, 2023)

Comparison of paraspinal muscle composition measurements using IDEAL fat-water and T2-weighted MR images. - Sara Masi; Meaghan Rye; Alexa Roussac; Neda Naghdi; Brent Rosenstein; Jeannie F. Bailey; Maryse Fortin (BMC Medical Imaging, 2023)

MuscleMap: An Open-Source, Community-Supported Consortium for Whole-Body Quantitative MRI of Muscle. - Marnee J. McKay; Kenneth Arnold Weber II; Evert O. Wesselink; Zachary A. Smith; Rebecca Abbott; David B. Anderson; Claire E. Ashton-James; John Atyeo; Aaron J. Beach; Joshua Burns; Stephen Clarke; Natalie J. Collins; et al. (J. Imaging, 2024)