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IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

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Nội dung chi tiết: IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29ne in Data Mining and ModelingGoran Rakocevic • Tijana Djukic Nenad Filipovic • Veljko Milutinovic EditorsComputational Medicine in Data Mining and Mo

deling0 SpringerEditorsGoran RakocevicMathematical InstituteSerbian Academy of Sciences and ArtsBelgrade. SerbiaNenad Filipovic Faculty of Engineering IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

University of Kragujevac Kragujevac. SerbiaTijana DjukicFaculty of Engineering University of Kragujevac Kragujevac. SerbiaVeljko MilutinovicSchool of

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

Electrical Engineering University of Belgrade Belgrade. SerbiaISBN 978-1-4614-8784-5ISBN 978-1-4614-8785-2 (eBook)DOI 10.1007/978-1 -4614-8785-2Sprin

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29bject to copyright. All rights arc reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of trans

lation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way. and transmission or inf IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

ormation storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Ex

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

empted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpo

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29f is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always

be obtained from Springer. Permissions for use may Ik obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecut IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

ion under the respective Copyright Law.The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication doc

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

s not imply, even in the absence of a specific statement, that such names arc exempt from the relevant protective laws and regulations and therefore f

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29 nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty,

express or implied, with respect to the material contained herein.Printed on acid-free paperSpringer is part of springer Science+Business Media (www.s IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

pringer.com)PrefaceHumans have been exploring the ways to heal wounds and sicknesses since times wc evolved as a species and started to form social st

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

ructures. The earliest of these efforts date back to prehistoric times and are. thus, older than literacy itself. Most of the information regarding th

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29t men used three forms of medical treatment - herbs, surgery, and clay and earth all used either externally with bandages for wounds or through oral i

ngestion. The effects of different substances and the proper ways of applying them had likely been found through trial and error. Furthermore, it is l IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

ikely that any form of medical treatment was accompanied by a magical or spiritual interpretation.The earliest written accounts of medical practice da

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

te back to around 3300 BC and have been created in ancient Egypt. Techniques that had been known at the time included setting of broken bones and seve

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29tinguish between different medical conditions and have introduced the basic approach to medicine, which includes a medical examination, diagnoses, and

prognoses (much the same it is done to this day). Furthermore, there seems to be a sense of specialization among the medical practitioners, at least IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

according to the ancient Greek historian Herodotus, who is quoted as saying that the practice of medicine is so specialized among them that each physi

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

cian is a healer of one disease and no more. Medical institutions, referred to as Houses of Life, arc known to have been established in ancient Egypt

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29t extensive written traces of their medical practices. A towering figure in the history of medicine was the Greek physician Hippocrates of Kos. He is

widely considered to be the “father of modern medicine” and has invented the famous Oath of Hippocrates, which still serves as the fundamental ethical IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

norm in medicine. Together with his students. Hippocrates began the practice of categorizing illnesses as acute, chronic, endemic, and epidemic. Two

IT training computational medicine in data mining and modeling rakocevic, djukic, filipovic milutinović 2013 10 29

things can be observed from this: first, the approach to medicine wasV

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

Goran Rakocevic • Tijana Djukic Nenad FiI ipovic • Veljko Mi I utinovic EditorsComputational Medicine in Data Mining and ModelingComputational Medicin

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