ML协助癌症检测和治疗

Shivani Gupta, Megha Gupta, N. Garg
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引用次数: 0

摘要

癌症是人类最可怕的疾病之一,也是全球死亡的主要原因之一。每年有100多万印度人患有癌症,其中很多人死于癌症。ML广泛应用于肿瘤的早期诊断和预后。各种机器学习算法,包括人工神经网络、贝叶斯网络、支持向量机和决策树,已广泛应用于癌症研究中,用于开发预测模型,研究人员训练这些模型以给出有效和准确的决策。机器学习被广泛应用于癌症的治疗。机器学习是一个很好的工具,可以发现数据中变量之间的关系,这些关系对于人类和经济学家来说太复杂了。这项工作展示了机器学习技术如何在医疗保健领域做出贡献,特别是在癌症诊断和治疗方面。
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ML Assistance in Cancer Detection & Treatment
Cancer is one of the most dreaded diseases of human beings and is a major cause of death all over the globe. More than a million Indians suffer from cancer and a large number of them die from it annually. ML is widely used in the early diagnosis and prognosis of cancer. A variety of machine learning algorithms, including Artificial Neural Network, Bayesian Networks, Support Vector Machines and Decision Tress have been widely used in cancer research for the development of predictive models which are trained by the researchers to give effective and accurate decision. Machine Learning is widely used in the treatment of cancer. Machine Learning is an excellent tool for finding relationships between variables in your data that are too complex for human to economist. This work presents an insight on how machine learning technology is contributing in the field of healthcare especially in cancer diagnosis and its treatment.
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