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001438094 001__ 1438094
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001438094 019__ $$a1266810923
001438094 020__ $$a9783030699512$$q(electronic bk.)
001438094 020__ $$a303069951X$$q(electronic bk.)
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001438094 0247_ $$a10.1007/978-3-030-69951-2$$2doi
001438094 035__ $$aSP(OCoLC)1260291548
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001438094 049__ $$aISEA
001438094 050_4 $$aR853.D37$$bA38 2021
001438094 08204 $$a610.285/63$$223
001438094 24500 $$aAdvances in artificial intelligence, computation, and data science :$$bfor medicine and life science /$$cTuan D. Pham, Hong Yan, Muhammad W. Ashraf, Folke Sjöberg, editors.
001438094 264_1 $$aCham :$$bSpringer,$$c[2021]
001438094 264_4 $$c©2021
001438094 300__ $$a1 online resource :$$billustrations (chiefly color)
001438094 336__ $$atext$$btxt$$2rdacontent
001438094 337__ $$acomputer$$bc$$2rdamedia
001438094 338__ $$aonline resource$$bcr$$2rdacarrier
001438094 347__ $$atext file
001438094 347__ $$bPDF
001438094 4901_ $$aComputational biology,$$x1568-2684
001438094 504__ $$aIncludes bibliographical references and index.
001438094 5050_ $$aPart I: Review of Recent Developments in AI, Computational Models for Complex Data Analysis, and Data Science -- 1. Recent Developments in AI -- 2. Recent Developments in Computational Models for Data Analysis -- 3. Recent Developments in Data Science -- Part II: Applications in Medicine and Physiology -- 4. Cancer -- 5. Neuroscience -- 6. Cardiology -- 7. Critical Care -- 8. Health Care -- 9. Digital Pathology -- Part III: Applications in Life Science -- 10. Systems Biology -- 11. Cell Biology -- 12. Biochemistry -- 13. Chemo-metrics -- 14. Food Technology.
001438094 506__ $$aAccess limited to authorized users.
001438094 520__ $$aArtificial intelligence (AI) has become pervasive in most areas of research and applications. While computation can significantly reduce mental efforts for complex problem solving, effective computer algorithms allow continuous improvement of AI tools to handle complexity-in both time and memory requirements-or machine learning in large datasets. Meanwhile, data science is an evolving scientific discipline that strives to overcome the hindrance of traditional skills that are too limited to enable scientific discovery when leveraging research outcomes. Solutions to many problems in medicine and life science, which cannot be answered by these conventional approaches, are urgently needed for society. This edited book attempts to report recent advances in the complementary domains of AI, computation, and data science with applications in medicine and life science. The benefits to the reader are manifold as researchers from similar or different fields can be aware of advanced developments and novel applications that can be useful for either immediate implementations or future scientific pursuit. Features: Considers recent advances in AI, computation, and data science for solving complex problems in medicine, physiology, biology, chemistry, and biochemistry Provides recent developments in three evolving key areas and their complementary combinations: AI, computation, and data science Reports on applications in medicine and physiology, including cancer, neuroscience, and digital pathology Examines applications in life science, including systems biology, biochemistry, and even food technology This unique book, representing research from a team of international contributors, has not only real utility in academia for those in the medical and life sciences communities, but also a much wider readership from industry, science, and other areas of technology and education. Tuan D. Pham is professor and founding director of the Center for Artificial Intelligence at Prince Mohammad Bin Fahd University, Saudi Arabia. Hong Yan is currently chair professor of computer engineering at City University of Hong Kong. Dr. Muhammad Waqar Ashraf is professor and dean of College of Sciences & Human Studies at Prince Mohammad Bin Fahd University. Folke Sjöberg is professor of burn surgery and critical care at Linköping University, Sweden, and director of the Burn Center at the Linköping University Hospital.
001438094 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed July 30, 2021).
001438094 650_0 $$aArtificial intelligence$$xMedical applications.
001438094 650_0 $$aMedicine$$xResearch$$xData processing.
001438094 650_0 $$aLife sciences$$xResearch$$xData processing.
001438094 650_6 $$aIntelligence artificielle en médecine.
001438094 650_6 $$aMédecine$$xRecherche$$xInformatique.
001438094 650_6 $$aSciences de la vie$$xRecherche$$xInformatique.
001438094 655_0 $$aElectronic books.
001438094 7001_ $$aPham, Tuan D.,$$eeditor.
001438094 7001_ $$aYan, Hong,$$eeditor.
001438094 7001_ $$aAshraf, Muhammad W.,$$eeditor.
001438094 7001_ $$aSjöberg, Folke,$$eeditor.
001438094 77608 $$iPrint version:$$tAdvances in artificial intelligence, computation, and data science.$$dCham : Springer, [2021]$$z3030699501$$z9783030699505$$w(OCoLC)1233164778
001438094 830_0 $$aComputational biology.$$x1568-2684
001438094 852__ $$bebk
001438094 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-69951-2$$zOnline Access$$91397441.1
001438094 909CO $$ooai:library.usi.edu:1438094$$pGLOBAL_SET
001438094 980__ $$aBIB
001438094 980__ $$aEBOOK
001438094 982__ $$aEbook
001438094 983__ $$aOnline
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