Machine learning in medicine cookbook two
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Machine learning in medicine cookbook two
SPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprin Machine learning in medicine cookbook two ngerBriefs in StatisticsFor further volumes:htip://www.springer.com/series/8921Ton J. Cleophas • Aeilko H. ZwindermanMachine Learning inMedicine—Cookbook TwoSpringerTon J. Clcophas Department Medicine Albert Schweitzer Hospital Slicdrecht1 he NetherlandsAcilko H. Zwindcrman Department Biostatistics Machine learning in medicine cookbook two and EpidemiologyAcademic Medical Center LeidenThe NetherlandsAdditional material to this book can be downloaded from http://extras.spnnger.com.ISSN 21Machine learning in medicine cookbook two
91-544XISSN 2191-5458 (electronic)ISBN 978-3-319-07412-2 ISBN 978-3-319-07413-9 (eBook)DOI 10.1007/978-3-319-07413-9Springer Cham Heidelberg New York SPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprin Machine learning in medicine cookbook two Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptati Machine learning in medicine cookbook two on, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation arc brief excerpMachine learning in medicine cookbook two
ts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer systSPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprin Machine learning in medicine cookbook two yright Ixiw of the Publisher's location, in its current version, and permission for use must always be obtained Inuii Springer. Permissions for use may be obtained through Righlsl.ink at the Copyright Clearance Center. Violations arc liable to prosecution under the respective Copyright Law. The use Machine learning in medicine cookbook two of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specificMachine learning in medicine cookbook two
statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use.While (he advice and informSPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprin Machine learning in medicine cookbook two ny legal responsibility for any errors or omissions that may be made, rhe publisher makes no warranty, express or implied, with respect to the material contained herein.Printed on acid-free paperSpringer is pan of Springer Scicncc+Busincss Media (www.springcr.com)PrefaceThe amount of data stored in Machine learning in medicine cookbook two the world's medical databases doubles every 20 months, and adequate health and health care will soon be impossible without proper data supervision froMachine learning in medicine cookbook two
m modern machine learning methodologies like cluster models, neural networks, and other data mining methodologies. In the past three years we completeSPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprin Machine learning in medicine cookbook two ntion that physicians and students often lacked time to read the entire books, and requested a small book, without background information and theoretical discussions, and highlighting technical details. For this reason we produced a 100-pagc cookbook, entitled “Machine Learning in Medicine— Cookbook Machine learning in medicine cookbook two One," with data examples available at cxtras.springcr.com for readers to perform their own analyses, and with reference to the above textbooks for thMachine learning in medicine cookbook two
ose wishing background information. Already at the completion of this cookbook we came to realize that many essential machine learning methods were noSPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprin Machine learning in medicine cookbook two more balanced view of the field, and as a must-read not only for physicians and students, but also for any one involved in the process and progress of health and health care.Similar to the first cookbook, the current work will describe in a nonmathc-matical way the stepwise analyses of 20 machine le Machine learning in medicine cookbook two arning methods, that arc. likewise, based on three major machine learning methodologies:SPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprinSPRINGER BRIEFS IN STATISTICSTon J. CleophasAeilko H. ZwindermanMachineLearning in Medicine— Cookbook TwoMATERIALS Iextras.springer.com JSpringerSprinGọi ngay
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