论文标题

MSI和MSS分类的胃肠癌分类的修饰模型

Modified ResNet Model for MSI and MSS Classification of Gastrointestinal Cancer

论文作者

Venkatesh, CH Sai, Meriga, Caleb, Geethika, M. G. V. L, Gayatri, T Lakshmi, Aruna, V. B. K. L

论文摘要

在这项工作中,提出了一种修改的重新网络模型,以分类胃肠癌的微卫星不稳定性(MSI)和微卫星稳定性(MSI)。分析了该模型的性能并将其与现有模型进行比较。所提出的模型以0.8981的精度和0.9178的精度超过了现有模型。

In this work, a modified ResNet model is proposed for the classification of Microsatellite instability(MSI) and Microsatellite stability(MSS) of gastrointestinal cancer. The performance of this model is analyzed and compared with existing models. The proposed model surpassed the existing models with an accuracy of 0.8981 and F1 score of 0.9178.

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