AI RESEARCH
Transformer-Based Multi-Region Segmentation and Radiomic Analysis of HR-pQCT Imaging
arXiv CS.CV
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ArXi:2603.09137v1 Announce Type: new Osteoporosis is a skeletal disease typically diagnosed using dual-energy X-ray absorptiometry (DXA), which quantifies areal bone mineral density but overlooks bone microarchitecture and surrounding soft tissues. High-resolution peripheral quantitative computed tomography (HR-pQCT) enables three-dimensional microstructural imaging with minimal radiation. However, current analysis pipelines largely focus on mineralized bone compartments, leaving much of the acquired image data underutilized. We