Artificial Intelligence and Biological Sciences
暫譯: 人工智慧與生物科學
Mohanan, P. V.
- 出版商: CRC
- 出版日期: 2026-10-16
- 售價: $2,690
- 貴賓價: 9.5 折 $2,555
- 語言: 英文
- 頁數: 454
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032795603
- ISBN-13: 9781032795607
-
相關分類:
Machine Learning、DeepLearning、生物資訊 Bioinformatics
尚未上市,無法訂購
相關主題
商品描述
Advancements of AI in medical and biological sciences have opened new ways for drug development. Novel therapeutic molecules and their target action can be easily predicted and can be modified. AI helps in disease detection and diagnosis faster. The breakthrough of AI is made especially in the area of personalized precision medicine, host-pathogen interaction and predictive epidemiology. These approaches could help in faster decision-making with minimal errors that can improve risk analysis, especially disease diagnosis and selecting treatment strategy. In agricultural practices, an exact combination of fertilizers, pesticides, herbicides, soil management, water requirement analysis, yield prediction and overall crop management can be modified by implementing AI interventions. AI could provide a better improvement in agriculture, medical research, pharmaceuticals and bio-based industries for a sustainable life.
The key features of this book are: AI in medical Sciences, biotechnology and drug discovery; Application of AI in Digital Pathology, cytology and bioinformatics; Overview of AI, Machine Learning and Deep Learning; Impact of Artificial Intelligence in Society; Artificial Intelligence in Pharmacovigilance; and Ethics in Artificial Intelligence. The volume aims to comprehensively cover the application of AI in biological sciences. It is a collection of contributions from different authors who have several years of experience in their specific areas. The book will be useful for pharma companies, CROs, product developers, students, researchers, academicians, policymakers and practitioners.
商品描述(中文翻譯)
人工智慧(AI)在醫學與生物科學領域的進展,為藥物開發開啟了新的途徑。新穎的治療分子及其標的作用機制可以更容易地被預測與調整。AI 也能協助更快速地進行疾病偵測與診斷。AI 的突破尤其展現在個人化精準醫療、宿主—病原體交互作用,以及預測性流行病學等領域。這些方法有助於在降低錯誤的情況下加速決策,進而改善風險分析,尤其是疾病診斷與治療策略的選擇。在農業實務中,透過導入 AI,能夠調整肥料、農藥、除草劑、土壤管理、用水需求分析、產量預測,以及整體作物管理等措施的精確組合。AI 可望為農業、醫學研究、製藥業與生物基礎產業帶來更顯著的改善,促進永續生活。
本書的主要特色包括:AI 在醫學、生物科技與藥物發現中的應用;AI 在數位病理學、細胞學與生物資訊學中的應用;AI、機器學習(Machine Learning)與深度學習(Deep Learning)概論;人工智慧對社會的影響;藥物安全性監測(Pharmacovigilance)中的人工智慧;以及人工智慧倫理。本書旨在全面介紹 AI 在生物科學領域的應用,內容彙集多位作者的貢獻,這些作者在各自的專業領域均具有多年經驗。本書適合製藥公司、委託研究機構(CROs)、產品開發人員、學生、研究人員、學術界人士、政策制定者及相關實務工作者閱讀。
作者簡介
Dr P.V. Mohanan was a Fellow of National Academy of Science, India and Royal Society of Biologists, UK. He was a JSPS Post doctoral Fellow at the University of Tsukuba, Japan in the field of Neurotoxicity. As a toxicologist, he was associated with all the medical devices/technologies developed at SCTIMST (Government of India). He headed both the Division of Toxicology and Dept. of Applied Biology. Dr Mohanan was a member in the Empowered committee on the 'Rapid Response Regulatory Framework for COVID-19 to deal with applications for development of vaccines, diagnostics, prophylactics and therapeutics and an expert member in the statutory Committee, RCGM, DBT, New Delhi. Dr Mohanan also served as an expert member at the DST, SERB, DBT, ICMR, CSIR and FSSAI Scientific committees. He was an Expert member of the Joint Food and Agriculture Organization of the United Nations and the World Health Organization (JECFA), USA. He was a member in the Scientific Advisory Committee of ICMR-NARFBR, Hyderabad and a Visiting Professor and Visiting Researcher at Toyo University, Japan and also a Certified Biological Safety Specialist. Dr Mohanan was an Adjunct Professor at the Indian Institute of Technology, Hyderabad and Jamia Hamdard University, New Delhi, India. He received a lifetime achievement award from the Society of Toxicology India for outstanding contribution in the field of toxicology. He patented an ELISA kit for the measurement of pyrogenicity. Dr Mohanan made significant contributions to the development of medical device regulations in India. He received a certificate of appreciation from the Ministry of Science and Technology, Government of India for his contribution to India getting full adherent status on GLP from OECD. He authored more than 300 publications, edited 10 books, 5 patent filed and 5 design registrations. He was the Secretary General of Society of Toxicology, India and Vice President, Kerala Academy of Sciences, India.
作者簡介(中文翻譯)
P.V. Mohanan 博士是印度國家科學院(National Academy of Science, India)及英國皇家生物學家學會(Royal Society of Biologists, UK)的院士。他曾獲日本學術振興會(JSPS)博士後研究員資格,於日本筑波大學從事神經毒性(Neurotoxicity)研究。身為毒理學家,他參與了印度政府轄下 SCTIMST 所開發的所有醫療器材與相關技術。他曾領導毒理學部門及應用生物學系。
Mohanan 博士曾任印度新德里生物技術部(DBT)法定委員會 RCGM 的專家委員,也是 COVID-19 快速應變監管架構授權委員會的成員,該架構旨在處理疫苗、診斷工具、預防製劑及治療藥物的開發申請。此外,他也曾擔任 DST、SERB、DBT、ICMR、CSIR 及 FSSAI 科學委員會的專家委員。他曾擔任聯合國糧食及農業組織(FAO)與世界衛生組織(WHO)食品添加物聯合專家委員會(JECFA)的專家委員。
Mohanan 博士曾任 ICMR-NARFBR(海得拉巴)科學諮詢委員會成員,並曾任日本 Toyo University 的客座教授及客座研究員,同時也是經認證的生物安全專家。他曾任印度海得拉巴 Indian Institute of Technology 及印度新德里 Jamia Hamdard University 的兼任教授。
由於在毒理學領域的傑出貢獻,Mohanan 博士獲得印度毒理學學會(Society of Toxicology India)頒發的終身成就獎。他取得了一項用於測量致熱性的 ELISA 試劑盒專利。Mohanan 博士對印度醫療器材法規的發展作出了重大貢獻。由於協助印度取得經濟合作暨發展組織(OECD)GLP 的完整遵循地位,他獲得印度科學暨技術部頒發的感謝狀。
他發表了 300 多篇論文,編輯 10 本書,提出 5 項專利申請,並完成 5 項設計註冊。他曾任印度毒理學學會(Society of Toxicology, India)秘書長,以及印度喀拉拉科學院(Kerala Academy of Sciences, India)副院長。