TY - BOOK ID - 64868933 TI - Machine Learning with Health Care Perspective : Machine Learning and Healthcare AU - Jain, Vishal. AU - Chatterjee, Jyotir Moy. PY - 2020 SN - 3030408507 3030408493 PB - Cham : Springer International Publishing : Imprint: Springer, DB - UniCat KW - Artificial intelligence KW - Medicine KW - Medical applications. KW - Data processing KW - Computational intelligence. KW - Biomedical engineering. KW - Computational Intelligence. KW - Biomedical Engineering and Bioengineering. KW - Clinical engineering KW - Medical engineering KW - Bioengineering KW - Biophysics KW - Engineering KW - Intelligence, Computational KW - Soft computing UR - https://www.unicat.be/uniCat?func=search&query=sysid:64868933 AB - 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. ER -