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020 _a9780750337946
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024 7 _a10.1088/978-0-7503-3795-3
_2doi
035 _a(CaBNVSL)thg00083257
035 _a(OCoLC)1311975135
040 _aCaBNVSL
_beng
_erda
_cCaBNVSL
_dCaBNVSL
050 4 _aRA644.C67
_bA758 2022eb
060 4 _aWC 506.4
_bAR791 2022eb
072 7 _aM
_2bicssc
072 7 _aHEA000000
_2bisacsh
082 0 4 _a616.2/4140285
_223
245 0 0 _aArtificial intelligence strategies for analyzing COVID-19 pneumonia lung imaging.
_nVolume 1,
_pCharacterization approaches /
_cedited by Ayman El-Baz, Jasjit S. Suri.
264 1 _aBristol [England] (Temple Circus, Temple Way, Bristol BS1 6HG, UK) :
_bIOP Publishing,
_c[2022]
300 _a1 online resource (various pagings) :
_billustrations (some color).
336 _atext
_2rdacontent
337 _aelectronic
_2isbdmedia
338 _aonline resource
_2rdacarrier
490 1 _a[IOP release $release]
490 1 _aIOP ebooks. [2022 collection]
500 _a"Version: 20220401"--Title page verso.
504 _aIncludes bibliographical references.
505 0 _a1. Applying deep learning and emerging technologies in combating COVID-19 / Adedoyin A. Hussain and Barakat A. Dawood -- 2. Detecting COVID-19 in chest radiographs using machine learning and convolutional neural networks / Andrew C. Li, David T. Lee, Kristoff K. Misquitta, Kaiji Uno and Sasha Wald -- 3. Inf-Net : an automatic lung infection segmentation network that uses CT images / Tao Zhou, Dengping Fan, Gepeng Ji, Geng Chen, Huazhu Fu and Ling Shao -- 4. A comprehensive review of radiology smartphone applications / Mohammad (Behdad) Jamshidi, Mohammad Heydari, Jakub Talla, Zden�eek Peroutka, Maryam Ahmadi, Esmaeil Mehraeen, Hamid Abdollahi and Amirali Karimi -- 5. A hybrid deep learning method with attention for COVID-19 spread forecasting / Abdelkader Dairi, Fouzi Harrou, Ying Sun and Sofiane Khadraoui -- 6. A residual network-based deep learning model for the detection of COVID-19 using cough sounds / Annesya Banerjee and Achal Nilhani -- 7. Rapid and accurate AI-based diagnosis to distinguish COVID-19 from eight other lung respiratory diseases / Mugahed A. Al-Antari, Cam-Hao Hua and Sungyoung Lee -- 8. Diagnosis of COVID-19 by feature selection techniques using support vector machine / Amira M. Hasan, Hala M. Abd El-Kader and Aya Hossam -- 9. Post-analysis of COVID-19 pneumonia based on chest CT images using AI algorithms : a clinical point of view / M. Parimala Devi, G. Boopathi Raja, T. Sathya and V. Gowrishankar -- 10. Lung CT scans for the management of COVID-19 pneumonitis and the diagnosis of COVID-19 / Lakshna Mahajan, Nitin K Puri and Mukesh Kumar -- 11. Applications of machine learning in the COVID-19 pandemic : a scoping review / M.A. Jabbar, Syed Saba Raoof and Sonia Sharma.
520 3 _aThe utilization of AI strategies for diagnosis, follow-up, and treatments of COVID-19 patients is now becoming essential. This is the first comprehensive reference work published detailing the latest research and developments in the utilization of AI strategies in the diagnosis and treatment of COVID-19 patients.
521 _aAcademics, clinicians and scientists working in the domain of lung cancer, data-mining, machine learning, deep learning within the COVID-19 environment.
530 _aAlso available in print.
538 _aMode of access: World Wide Web.
538 _aSystem requirements: Adobe Acrobat Reader, EPUB reader, or Kindle reader.
545 _aAyman El-Baz is a Distinguished Professor at University of Louisville, Kentucky, United States and University of Louisville at AlAlamein International University (UofL-AIU), New Alamein City, Egypt. Jasjit S. Suri is an innovator, scientist, visionary, industrialist and an internationally known world leader in biomedical engineering. Dr Suri has spent over 25 years in the field of biomedical engineering/devices and its management.
588 0 _aTitle from PDF title page (viewed on May 8, 2022).
650 0 _aCOVID-19 (Disease)
_xPatients
_xTreatment.
_970994
650 0 _aViral pneumonia.
_970995
650 0 _aLungs
_xDiseases
_xImaging.
_970996
650 0 _aArtificial intelligence
_xMedical applications.
_94809
650 1 2 _aCOVID-19
_xtherapy.
_970997
650 1 2 _aPneumonia, Viral.
_970998
650 1 2 _aLung
_xdiagnostic imaging.
_970999
650 1 2 _aArtificial Intelligence.
_93407
650 7 _aMedicine.
_2bicssc
_911158
650 7 _aMedical physics and biophysics.
_2bisacsh
_970121
700 1 _aEl-Baz, Ayman S.,
_eeditor.
_971000
700 1 _aSuri, Jasjit S.,
_eeditor.
_971001
710 2 _aInstitute of Physics (Great Britain),
_epublisher.
_911622
776 0 8 _iPrint version:
_z9780750337939
830 0 _aIOP (Series).
_pRelease 22.
_971002
830 0 _aIOP ebooks.
_p2022 collection.
_971003
856 4 0 _uhttps://iopscience.iop.org/book/978-0-7503-3795-3
942 _cEBK
999 _c82939
_d82939