• Optimized predictive models in health care using machine learning
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    其他作者: KumarSandeep,
    出版地: Hoboken, NJ
    出版者: Wiley; Scrivener;
    出版年: c2024.
    面頁冊數: xvii, 364 p.ill. : 24 cm;
    標題: Medical statistics. -
    標題: Medical technology. -
    標題: Machine learning. -
    標題: Artificial intelligence - Medical applications. -
    標題: Medical Laboratory Science. -
    標題: Machine Learning. -
    摘要註: This book is a comprehensive guide to developing and implementing optimized predictive models in healthcare using machine learning and is a required resource for researchers, healthcare professionals, and students who wish to know more about real-time applications. The book focuses on how humans and computers interact to ever-increasing levels of complexity and simplicity and provides content on the theory of optimized predictive model design, evaluation, and user diversity. Predictive modeling, a field of machine learning, has emerged as a powerful tool in healthcare for identifying high-risk patients, predicting disease progression, and optimizing treatment plans. By leveraging data from various sources, predictive models can help healthcare providers make informed decisions, resulting in better patient outcomes and reduced costs.... .
    ISBN: 9781394174621
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