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Tracking and Mapping in Medical Computer Vision: A Review
March 4, 2024, 5:45 a.m. | Adam Schmidt, Omid Mohareri, Simon DiMaio, Michael C. Yip, Septimiu E. Salcudean
cs.CV updates on arXiv.org arxiv.org
Abstract: As computer vision algorithms increase in capability, their applications in clinical systems will become more pervasive. These applications include: diagnostics, such as colonoscopy and bronchoscopy; guiding biopsies, minimally invasive interventions, and surgery; automating instrument motion; and providing image guidance using pre-operative scans. Many of these applications depend on the specific visual nature of medical scenes and require designing algorithms to perform in this environment.
In this review, we provide an update to the field of …
abstract algorithms applications arxiv become capability clinical computer computer vision cs.cv diagnostics guidance image mapping medical review scans surgery systems tracking type vision will
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