000 03344cam a2200553Ii 4500
001 9781003003564
003 FlBoTFG
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006 m o d
007 cr cnu---unuuu
008 200103s2020 flu ob 001 0 eng d
040 _aOCoLC-P
_beng
_erda
_cOCoLC-P
020 _a9781000761436
_qelectronic book
020 _a1000761436
_qelectronic book
020 _a9781003003564
_q(electronic bk.)
020 _a1003003567
_q(electronic bk.)
020 _a9781000761597
_q(electronic bk. : EPUB)
020 _a1000761592
_q(electronic bk. : EPUB)
020 _z9780367434786
_qhardcover
020 _z0367434784
_qhardcover
020 _z9781498756631
_qpaperback
020 _z1498756638
_qpaperback
035 _a(OCoLC)1134488291
035 _a(OCoLC-P)1134488291
050 4 _aR859
_b.B36 2020
072 7 _aMED
_x002000
_2bisacsh
072 7 _aCOM
_x021030
_2bisacsh
072 7 _aMED
_x000000
_2bisacsh
072 7 _aMR
_2bicssc
082 0 4 _a610.285
_223
100 1 _aBansal, Arvind Kumar,
_eauthor.
245 1 0 _aIntroduction to computational health informatics /
_cby Arvind Kumar Bansal, Javed Iqbal Khan, S. Kaisar Alam.
264 1 _aBoca Raton, FL :
_bCRC Press,
_c[2020]
300 _a1 online resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aChapman & Hall/CRC data mining and knowledge series
520 _aThis class-tested textbook is designed for a semester-long graduate or senior undergraduate course on Computational Health Informatics. The focus of the book is on computational techniques that are widely used in health data analysis and health informatics and it integrates computer science and clinical perspectives. This book prepares computer science students for careers in computational health informatics and medical data analysis. Features Integrates computer science and clinical perspectives Describes various statistical and artificial intelligence techniques, including machine learning techniques such as clustering of temporal data, regression analysis, neural networks, HMM, decision trees, SVM, and data mining, all of which are techniques used widely used in health-data analysis Describes computational techniques such as multidimensional and multimedia data representation and retrieval, ontology, patient-data deidentification, temporal data analysis, heterogeneous databases, medical image analysis and transmission, biosignal analysis, pervasive healthcare, automated text-analysis, health-vocabulary knowledgebases and medical information-exchange Includes bioinformatics and pharmacokinetics techniques and their applications to vaccine and drug development
588 _aOCLC-licensed vendor bibliographic record.
650 0 _aMedical informatics
_xStudy and teaching.
650 7 _aMEDICAL / Administration
_2bisacsh
650 7 _aCOMPUTERS / Database Management / Data Mining
_2bisacsh
650 7 _aMEDICAL / General
_2bisacsh
700 1 _aKhan, Javed I.
_c(Professor of computer science),
_eauthor.
700 1 _aAlam, S. Kaisar,
_eauthor.
856 4 0 _3Taylor & Francis
_uhttps://www.taylorfrancis.com/books/9781003003564
856 4 2 _3OCLC metadata license agreement
_uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
999 _c4636
_d4636