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Spine lesion analysis in 3D CT data - Reporting on research progress

机译:三维CT数据脊柱病变分析 - 研究进展报告

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The contribution describes progress in the long-term project concerning automatic diagnosis of spine bone lesions. There are two difficult problems: segmenting reliably possibly severely deformed vertebrae in the spine and then detect, segment and classify the lesions that are often hardly visible thus making even the medical expert decisions highly uncertain, with a large inter-expert variety. New approaches are described enabling to solve both problems with a success rate acceptable for clinical testing, at the same time speeding up the process substantially compared to the previous stage. The results are compared with previously published achievements.
机译:该贡献描述了关于脊柱骨病变的自动诊断的长期项目的进展。存在两个难题:在脊柱中可靠地分割可能严重变形椎骨,然后检测,分段和分类往往几乎不可见的病变,从而使医学专家决策高度不确定,具有大的专家繁多。描述了新方法,使得能够以可接受的临床测试可接受的成功率来解决这两种问题,同时加速与前一级的基本相比的过程。结果与先前公布的成果进行了比较。

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