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机器学习助力早期肝癌诊断:eHCC-pred模型准确率提升至97%
在肝细胞癌(HCC)的早期诊断中,传统的影像学检查和组织活检可能存在一定的局限性,尤其是对于小于2cm的肿瘤,约有30%的病例缺乏特征性影像学表现。这使得及时准确的诊断变得愈发紧迫。在此背景下,研究人员开发了一种名为eHCC-pred的机器学习模型,旨在提升肝癌早期诊断的准确性,从78.15%提升至令人惊讶的97%。 传统上,HCC的诊断依赖于相应的影像学检查和组织活检,但在影像学特征不典型的情况 ...
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