Cancer Prediction for Industrial IoT 4.0(Chapman )

工业物联网 4.0 的癌症预测:机器学习展望

计算机应用

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作      者
出  版 社
出版时间
2021年12月31日
装      帧
精装
ISBN
9781032028781
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页      码
218
开      本
254 x 178 mm (7 x 10)
语      种
英文
版      次
1
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图书简介
Cancer Prediction for Industrial IoT 4.0: A Machine Learning Perspective explores various cancers using Artificial Intelligence techniques. It presents the rapid advancement in the existing prediction models by applying Machine Learning techniques. Several applications of Machine Learning in different cancer prediction and treatment options are discussed, including specific ideas, tools and practices most applicable to product/service development and innovation opportunities. The wide variety of topics covered offers readers multiple perspectives on various disciplines.Features• Covers the fundamentals, history, reality and challenges of cancer• Presents concepts and analysis of different cancers in humans• Discusses Machine Learning-based deep learning and data mining concepts in the prediction of cancer• Offers real-world examples of cancer prediction • Reviews strategies and tools used in cancer prediction• Explores the future prospects in cancer prediction and treatmentReaders will learn the fundamental concepts and analysis of cancer prediction and treatment, including how to apply emerging technologies such as Machine Learning into practice to tackle challenges in domains/fields of cancer with real-world scenarios. Hands-on chapters contributed by academicians and other professionals from reputed organizations provide and describe frameworks, applications, best practices and case studies on emerging cancer treatment and predictions.This book will be a vital resource to graduate students, data scientists, Machine Learning researchers, medical professionals and analytics managers.
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