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Titlebook: Machine Learning with Health Care Perspective; Machine Learning and Vishal Jain,Jyotir Moy Chatterjee Book 2020 Springer Nature Switzerland

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发表于 2025-3-21 18:34:27 | 显示全部楼层 |阅读模式
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Titlebook: Machine Learning with Health Care Perspective; Machine Learning and Vishal Jain,Jyotir Moy Chatterjee Book 2020 Springer Nature Switzerland
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
doihttps://doi.org/10.1007/978-3-030-40850-3
isbn_softcover978-3-030-40852-7
isbn_ebook978-3-030-40850-3Series ISSN 2662-3447 Series E-ISSN 2662-3455
issn_series 2662-3447
copyrightSpringer Nature Switzerland AG 2020
The information of publication is updating

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Book 2020ase 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. .
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rtical and horizontal profiles obtained in summer with aircraft flights. Aerosol size data has been obtained with diffusion batteries, electrostatic precipitators, and cascade impactors..There is a strong (5 to 1) seasonal variation in surface aerosol concentrations, with the maximum aerosol concent
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Artificial Intelligence in Medical Diagnosis: Methods, Algorithms and Applications,e seen an exponential progress in publications on AI. However, with the advent of increased computational power, availability of AI devices was increased. There are two main devices in AI, machine learning, where structured data (i.e. images, EP and genetic data) are analyzed and natural language pr
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Intelligent Learning Analytics in Healthcare Sector Using Machine Learning,involves Supervised, Unsupervised and Reinforcement Learning. These techniques become important to unearth the hitherto unknown relationship from data which become useful for society. In the proposed chapter, the author has discussed the intelligent learning analytics achieved using Machine Learning
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Unsupervised Learning on Healthcare Survey Data with Particle Swarm Optimization, noises, granularity, unlabeled behavior that make it tough to find pattern and visualize an outcome. To solve this issue machine learning proposes an algorithm like clustering, which is mainly part of unsupervised learning. In the proposed model we used the unsupervised learning specifically the cl
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