计算机视觉-03-使用U-Net实现肾脏CT分割(包含数据和代码)

上传者: 42363541 | 上传时间: 2025-04-01 19:37:00 | 文件大小: 33.12MB | 文件类型: ZIP
每年有超过 400,000 例新发肾癌病例,手术是其最常见的治疗方法。由于肾脏和肾脏肿瘤形态的多样性,目前人们对肿瘤形态如何与手术结果相关 ,以及开发先进的手术计划技术 非常感兴趣。自动语义分割是这些工作的一个很有前途的工具,但形态异质性使其成为一个难题。 这一挑战的目标是加速可靠的肾脏和肾脏肿瘤语义分割方法的发展。我们已经为 300 名在我们机构接受部分或根治性肾切除术的独特肾癌患者的动脉期腹部 CT 扫描生成了真实语义分割。其中 210 个已发布用于模型训练和验证,其余 90 个将保​​留用于客观模型评估。

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