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Research questionHow can clinicians measure wound depth and tissue composition from short handheld monocular videos?Manual wound documentation is subjective and time-consuming, while 2D video measurements suffer from perspective distortion and cannot reliably represent depth on curved anatomy. The assessment must characterize wound geometry and tissue composition from limited handheld recordings.
Computer Vision
Health
Image & Video Processing
Research Paper
Latest papersRecent research connected to this question, newest first.Wound3DAssist: A Practical Framework for 3D Wound AssessmentThe described framework uses short handheld recordings from consumer-grade devices and combines 3D reconstruction, wound segmentation, tissue classification, and periwound analysis. Evidence comes from digital models with known geometry, silicone phantoms, and real patients, with approximately millimeter-scale surface reconstruction accuracy reported in evaluated clinical cases and assessments completed in under 20 minutes. The input does not establish routine clinical validation.research paper · Sep 2, 2026
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