Advances in artificial intelligence, computation, and data science : for medicine and life science
著者
書誌事項
Advances in artificial intelligence, computation, and data science : for medicine and life science
(Computational biology, v. 31)
Springer, c2021
大学図書館所蔵 全1件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Description based on corrected publication, 2021
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
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.
「Nielsen BookData」 より