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020 _a9783110668322
024 7 _a10.1515/9783110668322
_2doi
035 _a(DE-B1597)532619
040 _aDE-B1597
_beng
_cDE-B1597
_erda
041 0 _aeng
044 _agw
_cDE
072 7 _aCOM004000
_2bisacsh
082 0 4 _a610.285
245 0 0 _aArtificial Intelligence for Data-Driven Medical Diagnosis /
_ced. by Siddhartha Bhattacharyya, Deepak Gupta, Utku Kose, Bao Le Nguyen.
264 1 _aBerlin ;
_aBoston :
_bDe Gruyter,
_c[2021]
264 4 _c©2021
300 _a1 online resource (XVIII, 308 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 ;
_v3
505 0 0 _tFrontmatter --
_tPreface --
_tAcknowledgment --
_tContents --
_tList of contributors --
_t1 Performance of CNN for predicting cancerous lung nodules using LightGBM --
_t2 Deep learning-based cellular image analysis for intelligent medical diagnosis --
_t3 Deep learning approaches in metastatic breast cancer detection --
_t4 Machine learning: an ultimate solution for diagnosis and treatment of cancer --
_t5 Artificial intelligence in medicine (AIM): machine learning in cancer diagnosis, prognosis and therapy --
_t6 Diagnosis disease from medical databases using neural networks: a review --
_t7 A novel neutrosophic approach-based filtering and Gaussian mixture modeling clustering for CT/MR images --
_t8 Decentralized solutions for data collection and privacy in healthcare --
_t9 Navigation from conventional to intelligent healthcare: adoption of Internet of health things for noncommunicable disease screening, diagnosis, monitoring and treatment in community settings --
_t10 Automated gastric cancer detection and classification using machine learning --
_t11 Artificial intelligence applications for medical diagnosis and production with 3D printing technologies --
_t12 Detection of breast cancer using deep neural networks with transfer learning on histopathological images --
_t13 A machine vision technique-based tongue diagnosis system in Ayurveda --
_t14 Vine copula and artificial neural network models to analyze breast cancer data --
_tIndex
506 0 _arestricted access
_uhttp://purl.org/coar/access_right/c_16ec
_fonline access with authorization
_2star
520 _aThis book collects research works of data-driven medical diagnosis done via Artificial Intelligence based solutions, such as Machine Learning, Deep Learning and Intelligent Optimization. Physical devices powered with Artificial Intelligence are gaining importance in diagnosis and healthcare. Medical data from different sources can also be analyzed via Artificial Intelligence techniques for more effective results.
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.
_93407
650 4 _aBig Data.
_94174
650 4 _aBioinformatik.
_975442
650 4 _aDiagnostik.
_975443
650 4 _aKünstliche Intelligenz.
_975263
650 4 _aMaschinelles Lernen.
_975264
650 7 _aCOMPUTERS / Intelligence (AI) & Semantics.
_2bisacsh
_975444
700 1 _aAksoy, Bekir,
_econtributor.
_4ctb
_4https://id.loc.gov/vocabulary/relators/ctb
_975445
700 1 _aAnil-Inevi, Muge,
_econtributor.
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_975446
700 1 _aAswath, S.,
_econtributor.
_4ctb
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_975447
700 1 _aAydoğan, Turgay,
_econtributor.
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_975448
700 1 _aBharati, Subrato,
_econtributor.
_4ctb
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_975449
700 1 _aBhattacharyya, Siddhartha,
_eeditor.
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_975450
700 1 _aCine, Ersin,
_econtributor.
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_975451
700 1 _aDandil, Emre,
_econtributor.
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_975452
700 1 _aDelikoyun, Kerem,
_econtributor.
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_975453
700 1 _aDeperlioglu, Omer,
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_975454
700 1 _aFarnoudkia, Hajar,
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_975455
700 1 _aFred, A. Lenin,
_econtributor.
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_975456
700 1 _aGanasegeran, Kurubaran,
_econtributor.
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_975457
700 1 _aGupta, Deepak,
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_975458
700 1 _aHegde, Arundhati S.,
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_975459
700 1 _aHossain Mondal, M. Rubaiyat,
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_975460
700 1 _aIqbal, Naiyar,
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_975461
700 1 _aKaraarslan, Enis,
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_975462
700 1 _aKemaloğlu, Nazan,
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_975463
700 1 _aKonacaklı, Enis,
_econtributor.
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_975464
700 1 _aKose, Utku,
_eeditor.
_4edt
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_975465
700 1 _aKumar, H. Ajay,
_econtributor.
_4ctb
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_975466
700 1 _aKumar, S. N.,
_econtributor.
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_975467
700 1 _aKüçüksille, Ecir Uğur,
_econtributor.
_4ctb
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_975468
700 1 _aLe Nguyen, Bao,
_eeditor.
_4edt
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_975469
700 1 _aNamjoshi, Vikas,
_econtributor.
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_975470
700 1 _aOzcivici, Engin,
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_975471
700 1 _aPadmanabhan, Parasuraman,
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_975472
700 1 _aPai, Shivani S.,
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_975473
700 1 _aPal, Vinod Kumar,
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700 1 _aPodder, Prajoy,
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700 1 _aPurutçuoğlu, Vilda,
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_975476
700 1 _aQazi, Sahar,
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_975477
700 1 _aRaza, Khalid,
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700 1 _aSalman, Osamah,
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700 1 _aSarigil, Oyku,
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700 1 _aSayin, İrem,
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700 1 _aSelvi, Ali Osman,
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700 1 _aSingla, Sonia,
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700 1 _aSumanth, N. S.,
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700 1 _aTekin, H. Cumhur,
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700 1 _aTiwari, Harshvardhan,
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700 1 _aUzun, Süleyman,
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700 1 _aVeeramalai, G.,
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700 1 _aYildirim, Mehmet Süleyman,
_econtributor.
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700 1 _aÇevik, Kerim Kürşat,
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700 1 _aÖzsoy, Koray,
_econtributor.
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_975491
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