Artificial Intelligence and Bioinformatics in Cancer: An Interdisciplinary Approach
暫譯: 癌症中的人工智慧與生物資訊學：跨學科方法

Rezaei, Nima

Artificial Intelligence and Bioinformatics in Cancer: An Interdisciplinary Approach
  • 出版商: Springer
  • 出版日期: 2025-05-31
  • 售價: $7,860
  • 貴賓價: 9.5 折 $7,467
  • 語言: 英文
  • 頁數: 435
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031922050
  • ISBN-13: 9783031922053
  • 相關分類: 人工智慧、生物資訊 Bioinformatics

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The "Artificial Intelligence and Bioinformatics in Cancer: An Interdisciplinary Approach" is the eighteenth volume of the "Interdisciplinary Cancer Research" series, publishes comprehensive volume on the advances of machine learning and bioinformatics in cancer. The volume starts with a chapter on application of artificial intelligence for early diagnosis of cancer. Then digital health technologies in cancer care and research is discussed. Unveiling cancer complexity: machine learning insights into multi-omics data and the role of integrated bioinformatics in cancer research are also discussed. In silico and biophysical approaches in cancer research and in silico methods and targeted receptors used in cancer studies are explained in the following chapters. The modeling uncertain growth and diffusion in cancer tumors with heterogeneous cell mutations, imaging tumor metabolism and its heterogeneity with special focus on radiomics and artificial intelligence are also discussed. Mathematical modeling of cancer tumor dynamics as well as recent advances in artificial intelligence for cancer treatment are presented, while signature-based drug repositioning for drug discovery employing machine learning tools is also discussed. After a chapter on mathematical analysis of cancer-tumor models, the subsequent chapters discuss on the role of artificial intelligence in colorectal cancer, breast cancer, lung cancer, brain tumor, and cervical cancer. This is the main concept of Cancer Immunology Project (CIP), which is a part of Universal Scientific Education and Research Network (USERN). This interdisciplinary book will be of special value for oncologists who wish to have an update on application of artificial intelligence in diagnosis and treatment of cancers.

商品描述(中文翻譯)

《癌症中的人工智慧與生物資訊學：跨學科的探討》是《跨學科癌症研究》系列的第十八卷，出版了有關機器學習和生物資訊學在癌症領域進展的綜合性著作。本卷以人工智慧在癌症早期診斷中的應用為開篇章節，接著討論了數位健康技術在癌症護理和研究中的應用。揭示癌症複雜性：機器學習對多組學數據的見解以及整合生物資訊學在癌症研究中的角色也被探討。隨後的章節解釋了癌症研究中的計算方法和生物物理方法，以及在癌症研究中使用的計算方法和靶向受體。還討論了在癌症腫瘤中建模不確定的生長和擴散，特別關注放射組學和人工智慧對腫瘤代謝及其異質性的影響。癌症腫瘤動態的數學建模以及人工智慧在癌症治療中的最新進展也被介紹，同時還討論了基於特徵的藥物重定位，利用機器學習工具進行藥物發現。在有關癌症腫瘤模型的數學分析章節之後，隨後的章節討論了人工智慧在結直腸癌、乳腺癌、肺癌、腦腫瘤和子宮頸癌中的角色。這是癌症免疫學計畫（CIP）的主要概念，該計畫是全球科學教育與研究網絡（USERN）的一部分。這本跨學科的書籍對於希望了解人工智慧在癌症診斷和治療中應用的腫瘤科醫生將具有特別的價值。

作者簡介

Professor Nima Rezaei gained his medical degree (MD) from Tehran University of Medical Sciences and subsequently obtained an MSc in Molecular and Genetic Medicine and a PhD in Clinical Immunology and Human Genetics from the University of Sheffield, UK. He also spent a short-term fellowship of Pediatric Clinical Immunology and Bone Marrow Transplantation in the Newcastle General Hospital. Professor Rezaei is now the Full Professor of Immunology and Vice Dean of Research and Technologies, School of Medicine, Tehran University of Medical Sciences, and the co-founder and Head of the Research Center for Immunodeficiencies. He is also the Founder of Universal Scientific Education and Research Network (USERN). Prof. Rezaei has already been the Director of more than two hundred research projects and has designed and participated in several international collaborative projects. Prof. Rezaei is the editor, editorial assistant, or editorial board member of more than fifty international journals. He has edited more than one hundred international books, has presented more than a thousand lectures/posters in congresses/meetings, and has published more than 1,500 scientific papers in the international journals.

作者簡介(中文翻譯)

教授尼瑪·雷扎伊（Nima Rezaei）於德黑蘭醫科大學獲得醫學學位（MD），隨後在英國謝菲爾德大學獲得分子與遺傳醫學碩士學位（MSc）及臨床免疫學與人類遺傳學博士學位（PhD）。他還在紐卡斯爾綜合醫院完成了兒科臨床免疫學和骨髓移植的短期研究獎學金。雷扎伊教授目前是德黑蘭醫科大學免疫學的全職教授及研究與技術副院長，並且是免疫缺陷研究中心的共同創辦人及負責人。他也是全球科學教育與研究網絡（USERN）的創始人。雷扎伊教授已經擔任超過兩百個研究項目的主任，並設計及參與了幾個國際合作項目。雷扎伊教授是超過五十本國際期刊的編輯、編輯助理或編輯委員會成員。他編輯了超過一百本國際書籍，在會議/研討會上發表了超過一千場演講/海報，並在國際期刊上發表了超過1,500篇科學論文。

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