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020 _a9783030699512
_9978-3-030-69951-2
024 7 _a10.1007/978-3-030-69951-2
_2doi
050 4 _aQH324.2-324.25
072 7 _aPS
_2bicssc
072 7 _aUY
_2bicssc
072 7 _aSCI008000
_2bisacsh
072 7 _aPSAX
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082 0 4 _a570.285
_223
082 0 4 _a570.113
_223
245 1 0 _aAdvances in Artificial Intelligence, Computation, and Data Science
_h[electronic resource] :
_bFor Medicine and Life Science /
_cedited by Tuan D. Pham, Hong Yan, Muhammad W. Ashraf, Folke Sjöberg.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXIV, 369 p. 165 illus., 137 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aComputational Biology,
_x2662-2432 ;
_v31
505 0 _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.
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—for 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.
650 0 _aBioinformatics.
650 0 _aArtificial intelligence.
650 0 _aArtificial intelligence
_xData processing.
650 0 _aComputer science.
650 0 _aBiomathematics.
650 0 _aImage processing
_xDigital techniques.
650 0 _aComputer vision.
650 1 4 _aComputational and Systems Biology.
650 2 4 _aArtificial Intelligence.
650 2 4 _aData Science.
650 2 4 _aTheory of Computation.
650 2 4 _aMathematical and Computational Biology.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
700 1 _aPham, Tuan D.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aYan, Hong.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aAshraf, Muhammad W.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSjöberg, Folke.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030699505
776 0 8 _iPrinted edition:
_z9783030699529
776 0 8 _iPrinted edition:
_z9783030699536
830 0 _aComputational Biology,
_x2662-2432 ;
_v31
856 4 0 _uhttps://doi.org/10.1007/978-3-030-69951-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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