Analyzing Biomedical Data by Using Classification Techniques

Studies in systems, decision and control(2023)

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摘要
Brain tumors are among the deadliest cancers and are responsible for significant mortality, which the most malignant form of brain cancer is glioblastoma multiforme (GBM). GBM is described by an inferior prediction and lower survival rate, while therapy is considerably limited nowadays. Due to the scarcity of adequate treatment for this type of illness, early diagnosis associated with accurate tumor classification is critical. For category, we can essentially use data evaluation using software processing. In this article, we will focus on presenting the classification of such data types and their statistical evaluation using decision trees, which would make it possible to identify this disease in the early stages.
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关键词
biomedical data,classification techniques
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