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2 Result(s)

within Neda Naghdi Remove this filter Artificial Intelligence Remove this filter Computer Imaging, Vision, Pattern Recognition and Graphics Remove this filter

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  1. No Access

    Chapter and Conference Paper

    How Inter-rater Variability Relates to Aleatoric and Epistemic Uncertainty: A Case Study with Deep Learning-Based Paraspinal Muscle Segmentation

    Recent developments in deep learning (DL) techniques have led to great performance improvement in medical image segmentation tasks, especially with the latest Transformer model and its variants. While labels f...

    Parinaz Roshanzamir, Hassan Rivaz… in Uncertainty for Safe Utilization of Machin… (2023)

  2. No Access

    Chapter and Conference Paper

    Joint Paraspinal Muscle Segmentation and Inter-rater Labeling Variability Prediction with Multi-task TransUNet

    Recent studies have associated morphological and composition changes in paraspinal muscles with low back pain (LBP), which is the most common, but poorly understood musculoskeletal disorder in adults. Accurate...

    Parinaz Roshanzamir, Hassan Rivaz… in Uncertainty for Safe Utilization of Machin… (2022)