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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...
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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...