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008 230228t20202020gw fo d z eng d
020 _a9783110648195
024 7 _a10.1515/9783110648195
_2doi
035 _a(DE-B1597)530831
035 _a(OCoLC)1163878352
040 _aDE-B1597
_beng
_cDE-B1597
_erda
041 0 _aeng
044 _agw
_cDE
050 4 _aR859.7.A78
072 7 _aCOM004000
_2bisacsh
082 0 4 _a610.28563
_223
084 _aXF 1277
_2rvk
_0(DE-625)rvk/152745:
245 0 0 _aComputational Intelligence for Machine Learning and Healthcare Informatics /
_ced. by Rajshree Srivastava, Pradeep Kumar Mallick, Siddharth Swarup Rautaray, Manjusha Pandey.
264 1 _aBerlin ;
_aBoston :
_bDe Gruyter,
_c[2020]
264 4 _c©2020
300 _a1 online resource (XV, 331 p.)
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 0 _aIntelligent Biomedical Data Analysis ,
_x2629-7140 ;
_v1
505 0 0 _tFrontmatter --
_tPreface --
_tContents --
_tList of contributors --
_t1. A review of bone tissue engineering for the application of artificial intelligence in cellular adhesion prediction --
_t2. Implementation and classification of machine learning algorithms in healthcare informatics: approaches, challenges, and future scope --
_t3. Cardiac arrhythmia recognition using Stockwell transform and ABC-optimized twin SVM --
_t4. Computational intelligence approach to address the language barrier in healthcare --
_t5. Recent advancement of machine learning and deep learning in the field of healthcare system --
_t6. Predicting psychological disorders using machine learning --
_t7. Automatic analysis of cardiovascular diseases using EMD and support vector machines --
_t8. Machine learning approach for exploring computational intelligence --
_t9. Classification of various image fusion algorithms and their performance evaluation metrics --
_t10. Recommender system in healthcare: an overview --
_t11. Dense CNN approach for medical diagnosis --
_t12. Impact of sentiment analysis tools to improve patients' life in critical diseases --
_t13. A fuzzy entropy-based multilevel image thresholding using neural network optimization algorithm --
_t14. Machine learning in healthcare --
_t15. Computational health informatics using evolutionary-based feature selection --
_tIndex
506 0 _arestricted access
_uhttp://purl.org/coar/access_right/c_16ec
_fonline access with authorization
_2star
520 _aThis book presents a variety of techniques designed to enhance and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. It is intended to provide a unique compendium of current and emerging machine learning paradigms for healthcare informatics, reflecting the diversity, complexity, and depth and breadth of this multi-disciplinary area.
530 _aIssued also in print.
538 _aMode of access: Internet via World Wide Web.
546 _aIn English.
588 0 _aDescription based on online resource; title from PDF title page (publisher's Web site, viewed 28. Feb 2023)
650 0 _aArtificial intelligence
_xMedical applications.
_94809
650 0 _aMachine learning.
_91831
650 4 _aAlgorithmus.
_963838
650 4 _aBig Data.
_94174
650 4 _aDigitalmedizin.
_976141
650 4 _aKünstliche Intelligenz.
_975263
650 4 _aMaschinelles Lernen.
_975264
650 7 _aCOMPUTERS / Intelligence (AI) & Semantics.
_2bisacsh
_976142
700 1 _aBansal, Shweta,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976143
700 1 _aBharti, Vishal,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976144
700 1 _aBhoi, Dhaval,
_econtributor.
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_976145
700 1 _aChoubey, Arvind,
_econtributor.
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_976146
700 1 _aEkatpure, Purva,
_econtributor.
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_976147
700 1 _aGaba, Divya,
_econtributor.
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_976148
700 1 _aGupta, Medha,
_econtributor.
_4ctb
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_976149
700 1 _aJana, Premananda,
_econtributor.
_4ctb
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_976150
700 1 _aJoshi, Dhanashri P.,
_econtributor.
_4ctb
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_976151
700 1 _aKaur, Prabhsimar,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976152
700 1 _aKole, Dipak K.,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_976153
700 1 _aKumar Mallick, Pradeep,
_eeditor.
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_976154
700 1 _aKumar, Yogesh,
_econtributor.
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_976155
700 1 _aKumari, Sneha,
_econtributor.
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_976156
700 1 _aKumari, Sweta,
_econtributor.
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_976157
700 1 _aLourdes Sánchez, María de,
_econtributor.
_4ctb
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_976158
700 1 _aLuis O., Gónzalez-Salcedo,
_econtributor.
_4ctb
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_976159
700 1 _aMahajan, Manish,
_econtributor.
_4ctb
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_976160
700 1 _aMaji, Srabanti,
_econtributor.
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_976161
700 1 _aMittal, Nitin,
_econtributor.
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_976162
700 1 _aMohanty, Vihal,
_econtributor.
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_976163
700 1 _aMukherjee, Saswati,
_econtributor.
_4ctb
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_976164
700 1 _aNaveenkumar, J.,
_econtributor.
_4ctb
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_976165
700 1 _aPandey, Manjusha,
_eeditor.
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_976166
700 1 _aRaj, Sandeep,
_econtributor.
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_976167
700 1 _aRamaswamy, Vanaja,
_econtributor.
_4ctb
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_976168
700 1 _aRodríguez, Andrea,
_econtributor.
_4ctb
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_976169
700 1 _aSarkar, Dhrubasish,
_econtributor.
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_976170
700 1 _aSelvanambi, Ramani,
_econtributor.
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_976171
700 1 _aShaik, Daiyaan Ahmed,
_econtributor.
_4ctb
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_976172
700 1 _aShivam,,
_econtributor.
_4ctb
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_976173
700 1 _aSingh, Harbinder,
_econtributor.
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_976174
700 1 _aSingh, Simrandeep,
_econtributor.
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_976175
700 1 _aSinha, Shweta,
_econtributor.
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_976176
700 1 _aSrivastava, Rajshree,
_eeditor.
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_976177
700 1 _aSrivastva, Rajshree,
_econtributor.
_4ctb
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_976178
700 1 _aSwarup Rautaray, Siddharth,
_eeditor.
_4edt
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_976179
700 1 _aThakkar, Amit,
_econtributor.
_4ctb
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_976180
700 1 _aThakur, Diksha,
_econtributor.
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_976181
700 1 _aWill, Adrián,
_econtributor.
_4ctb
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_976182
773 0 8 _iTitle is part of eBook package:
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_tDG Ebook Package English 2020
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856 4 0 _uhttps://www.degruyter.com/isbn/9783110648195
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