LEADER 05960nam 22008655 450 001 996464404503316 005 20240621132408.0 010 $a3-030-69951-X 024 7 $a10.1007/978-3-030-69951-2 035 $a(CKB)5590000000534271 035 $a(MiAaPQ)EBC6676967 035 $a(Au-PeEL)EBL6676967 035 $a(OCoLC)1260291548 035 $a(DE-He213)978-3-030-69951-2 035 $a(PPN)257359915 035 $a(EXLCZ)995590000000534271 100 $a20210712d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvances in Artificial Intelligence, Computation, and Data Science $eFor Medicine and Life Science /$fedited by Tuan D. Pham, Hong Yan, Muhammad W. Ashraf, Folke Sjöberg 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (373 pages) 225 1 $aComputational Biology,$x2662-2432 ;$v31 311 $a3-030-69950-1 327 $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. 330 $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. 410 0$aComputational Biology,$x2662-2432 ;$v31 606 $aBioinformatics 606 $aArtificial intelligence 606 $aArtificial intelligence$xData processing 606 $aComputer science 606 $aBiomathematics 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aComputational and Systems Biology 606 $aArtificial Intelligence 606 $aData Science 606 $aTheory of Computation 606 $aMathematical and Computational Biology 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aIntel·ligència artificial en medicina$2thub 606 $aInvestigació mèdica$2thub 606 $aCiències de la vida$2thub 606 $aProcessament de dades$2thub 608 $aLlibres electrònics$2thub 615 0$aBioinformatics. 615 0$aArtificial intelligence. 615 0$aArtificial intelligence$xData processing. 615 0$aComputer science. 615 0$aBiomathematics. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 14$aComputational and Systems Biology. 615 24$aArtificial Intelligence. 615 24$aData Science. 615 24$aTheory of Computation. 615 24$aMathematical and Computational Biology. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 7$aIntel·ligència artificial en medicina 615 7$aInvestigació mèdica 615 7$aCiències de la vida 615 7$aProcessament de dades 676 $a610.285 702 $aPham$b Tuan D. 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996464404503316 996 $aAdvances in artificial intelligence, computation, and data science$92814715 997 $aUNISA