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3D Patient-specific Modelling and Characterisation of Muscle-Skeletal Districts

arXiv 2304.14510 ↗First posted 18 Apr 2023cs.CV cs.GRcited by 0

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Abstract (arXiv)

This work addresses the patient-specific characterisation of the morphology and pathologies of muscle-skeletal districts (e.g., wrist, spine) to support diagnostic activities and follow-up exams through the integration of morphological and tissue information. We propose different methods for the integration of morphological information, retrieved from the geometrical analysis of 3D surface models, with tissue information extracted from volume images. For the qualitative and quantitative validation, we will discuss the localisation of bone erosion sites on the wrists to monitor rheumatic diseases and the characterisation of the three functional regions of the spinal vertebrae to study the presence of osteoporotic fractures. The proposed approach supports the quantitative and visual evaluation of possible damages, surgery planning, and early diagnosis or follow-up studies. Finally, our analysis is general enough to be applied to different districts.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 50 references that are in the map. First posted on arXiv 18 Apr 2023.

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References · 1

  1. 2020VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Imagescited by 111

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