书目名称 | Machine Learning with Health Care Perspective |
副标题 | Machine Learning and |
编辑 | Vishal Jain,Jyotir Moy Chatterjee |
视频video | |
概述 | Provides a unique compendium of current and emerging machine learning paradigms for healthcare informatics.Reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area |
丛书名称 | Learning and Analytics in Intelligent Systems |
图书封面 |  |
描述 | .This unique book introduces a variety of techniques designed to represent, enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. Providing a unique compendium of current and emerging machine learning paradigms for healthcare informatics, it reflects the diversity, complexity, and the depth and breadth of this multi-disciplinary area. Further, it describes techniques for applying machine learning within organizations and explains how to evaluate the efficacy, suitability, and efficiency of such applications. Featuring illustrative case studies, including how chronic disease is being redefined through patient-led data learning, the book offers a guided tour of machine learning algorithms, architecture design, and applications of learning in healthcare challenges. . |
出版日期 | Book 2020 |
关键词 | Healthcare Learning; Healthcare Machine Learning; Deep Learning in Healthcare; Natural Language Process |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-40850-3 |
isbn_softcover | 978-3-030-40852-7 |
isbn_ebook | 978-3-030-40850-3Series ISSN 2662-3447 Series E-ISSN 2662-3455 |
issn_series | 2662-3447 |
copyright | Springer Nature Switzerland AG 2020 |