國立高雄大學圖資館 |

Language: English

Back

Advances in artificial intelligence,...

Pham, Tuan D.

Advances in artificial intelligence, computation, and data sciencefor medicine and life science /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances in artificial intelligence, computation, and data scienceedited by Tuan D. Pham ... [et al.].
Reminder of title:	for medicine and life science /
other author:	Pham, Tuan D.
Published:	Cham :Springer International Publishing :2021.
Description:	xiv, 369 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Artificial intelligenceMedical applications.
Online resource:	https://doi.org/10.1007/978-3-030-69951-2
ISBN:	9783030699512$q(electronic bk.)

Advances in artificial intelligence, computation, and data sciencefor medicine and life science /
Advances in artificial intelligence, computation, and data sciencefor medicine and life science /[electronic resource] :edited by Tuan D. Pham ... [et al.]. - Cham :Springer International Publishing :2021. - xiv, 369 p. :ill., digital ;24 cm. - Computational biology,1568-2684. - Computational biology..

Part 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.

Artificial 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 Sjoberg is professor of burn surgery and critical care at Linkoping University, Sweden, and director of the Burn Center at the Linkoping University Hospital.

ISBN: 9783030699512$q(electronic bk.)

Standard No.: 10.1007/978-3-030-69951-2doiSubjects--Topical Terms:

237917
Artificial intelligence
--Medical applications.

LC Class. No.: R853.D37 / A38 2021

Dewey Class. No.: 610.28563

Advances in artificial intelligence, computation, and data sciencefor medicine and life science /
LDR:04100nmm a2200349 a 4500 001 602010
003 DE-He213
005 20210712140725.0
006 m d
007 cr nn 008maaau
008 211112s2021 sz s 0 eng d
020 $a 9783030699512$q(electronic bk.)
020 $a 9783030699505$q(paper)
024 7 $a 10.1007/978-3-030-69951-2 $2 doi
035 $a 978-3-030-69951-2
040 $a GP $c GP
041 0 $a eng
050 4 $a R853.D37 $b A38 2021
072 7 $a PSD $2 bicssc
072 7 $a SCI056000 $2 bisacsh
072 7 $a PSD $2 thema
072 7 $a UB $2 thema
082 0 4 $a 610.28563 $2 23
090 $a R853.D37 $b A244 2021
245 0 0 $a Advances in artificial intelligence, computation, and data science $h [electronic resource] : $b for medicine and life science / $c edited by Tuan D. Pham ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2021.
300 $a xiv, 369 p. : $b ill., digital ; $c 24 cm.
490 1 $a Computational biology, $x 1568-2684
505 0 $a Part 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 $a Artificial 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 Sjoberg is professor of burn surgery and critical care at Linkoping University, Sweden, and director of the Burn Center at the Linkoping University Hospital.
650 0 $a Artificial intelligence $x Medical applications. $3 237917
650 0 $a Medicine $x Research $x Data processing. $3 181908
650 0 $a Life sciences $x Research $x Data processing. $3 897607
650 1 4 $a Bioinformatics. $3 194415
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Data Structures and Information Theory. $3 825714
650 2 4 $a Theory of Computation. $3 274475
650 2 4 $a Mathematical and Computational Biology. $3 514442
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 274492
700 1 $a Pham, Tuan D. $3 680278
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Computational biology. $3 897606
856 4 0 $u https://doi.org/10.1007/978-3-030-69951-2
950 $a Computer Science (SpringerNature-11645)