Computational Approaches in Biotechnology and Bioinformatics
暫譯: 生物技術與生物資訊學中的計算方法
Deepak Pathak, Pranav, Raut, Roshani, Jaramillo-Isaza, Sebastian
- 出版商: CRC
- 出版日期: 2026-05-21
- 售價: $2,580
- 貴賓價: 9.5 折 $2,451
- 語言: 英文
- 頁數: 378
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032407123
- ISBN-13: 9781032407128
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相關分類:
生物資訊 Bioinformatics、Machine Learning
尚未上市，無法訂購
商品描述
Volume 1 of Computational Approaches in Bioengineering--Computational Approaches in Biotechnology and Bioinformatics--explores many significant topics of biomedical engineering and bioinformatics in an easily understandable format. It explores recent developments and applications in bioinformatics, biomechanics, artificial intelligence (AI), signal processing, wearable sensors, biomaterials, cell biology, synthetic biology, biostatistics, prosthetics, big data, and algorithms. From applications of biomaterials in advanced drug delivery systems to the role of big data, AI, and machine learning in disease diagnosis and treatment, the book will help readers understand how these technologies are being applied across the areas of biomedical engineering, bioinformatics, and healthcare. The chapters also include case studies on the role of medical robots in surgery and the determination of protein structure using genetic algorithms. The contributors are all leading experts across multiple disciplines and provide chapters that truly represent a complete view of these state-of-the-art technologies.
FEATURES
- Covers a wide range of subjects from biomedical engineering like wearable devices, biomaterials, synthetic biology, phytochemical extraction, and prosthetics
- Explores AI, machine learning, big data analysis, and algorithms in biomedical engineering and bioinformatics in an easily understandable format
- Includes case studies on the role of medical robots in surgery and the determination of protein structure using genetic algorithms
- Discusses genetic diagnosis, classification, and risk prediction in cancer using next-generation sequencing in oncology
This book is ideally designed for biomedical professionals, biomedical engineers, healthcare professionals, data engineers, clinicians, physicians, medical students, hospital directors, clinical researchers, and others who work in the field of artificial intelligence, bioinformatics, and computational biology.
商品描述(中文翻譯)
《計算方法在生物工程中的應用——計算方法在生物技術和生物信息學中的應用》第一卷探討了生物醫學工程和生物信息學中的許多重要主題，以易於理解的格式呈現。它探討了生物信息學、生物力學、人工智慧（AI）、信號處理、可穿戴傳感器、生物材料、細胞生物學、合成生物學、生物統計學、義肢、大數據和算法的最新發展和應用。從生物材料在先進藥物傳遞系統中的應用到大數據、AI和機器學習在疾病診斷和治療中的角色，本書將幫助讀者理解這些技術如何在生物醫學工程、生物信息學和醫療保健領域中被應用。各章節還包括有關醫療機器人在手術中的角色以及使用遺傳算法確定蛋白質結構的案例研究。貢獻者均為多個學科的領先專家，提供的章節真實地代表了這些尖端技術的完整視角。
**特色**
- 涵蓋生物醫學工程的廣泛主題，如可穿戴設備、生物材料、合成生物學、植物化學提取和義肢
- 以易於理解的格式探討生物醫學工程和生物信息學中的AI、機器學習、大數據分析和算法
- 包括有關醫療機器人在手術中的角色以及使用遺傳算法確定蛋白質結構的案例研究
- 討論在腫瘤學中使用下一代測序進行癌症的遺傳診斷、分類和風險預測
本書特別適合生物醫學專業人士、生物醫學工程師、醫療保健專業人士、數據工程師、臨床醫生、醫生、醫學生、醫院主任、臨床研究人員以及其他在人工智慧、生物信息學和計算生物學領域工作的人士。
作者簡介
Dr. Pranav D. Pathak is an Associate professor in MIT School of Bioengineering Sciences & Research, Pune. He received his undergraduate, postgraduate degrees from Amravati University and doctoral degrees from Visvesvaraya National Institute of Technology, Nagpur, India. His research interests include use of Indian traditional knowledge in medicines, biorefinery, adsorptive separation, solid waste utilization, and wastewater treatment.
Dr Roshani Raut is an experienced academic and researcher in the field of Computer Science and Engineering at Pimpri Chinchwad College of Engineering, Savitribai Phule Pune University, Pune, India. She completed her PhD in Computer Science and Engineering from SGBAU, Maharashtra, india, ME from VIT, pune, India and Bachelor's in Computer Science and Engineering from Nagpur Univeristy. She has more than 18 years of experience and is currently working as Associate Professor in the Department of Information Technology and also handling the charge of Associate Dean International Relations, in Pimpri Chinchwad College of Engineering, Pune, India.
Sebastián Jaramillo-Isaza is currently working as a Principal Professor in Biomedical Engineering, at the School of Medicine and Health Sciences at the Universidad del Rosario, Colombia. He received a PhD in Biomechanics, Bioengineering, and Biomaterials from Sorbonne Universités - Université de Technologie de Compiègne (UTC), France. He completed his masters from École Nationale d'Ingénieurs de Metz (ENIM), Metz, France, and received his Bachelor's in Bioengineering from the University of Antioquia, Medellin, Colombia. His current research interests are centred around the fields of biomechanics, assistive technologies, neuroengineering, and rehabilitation engineering.
Dr. Pradnya Borkar, AssociateProfessor, Department of Computer Science and Engineering and R&D Cell Incharge, Jhulelal Institute of Technology, Nagpur did her B.E. in Computer Technology in year 2002, M.Tech in Computer Science and Engineering in 2008 and PHD in Computer Science and Engineering in 2018 from RashtrasantTukdoji Maharaj Nagpur University (formerly Nagpur University).She has worked with many reputed organizations and has an overall teaching experience of around 19 years. She has filed two patents. She has published books as "Data Warehousing and Mining" and "Object Oriented Modelling". Her area of interests are high performance computing, bioinformatics, parallel computing, database management systems, compilers and theory of computation. She is a member of ISTE, CSI, and SDIWC.
Dr. Rutvij H. Jhaveri is an experienced researcher working in the Department of Computer Science & Engineering, Pandit Deendayal Energy University, Gandhinagar, India since Dec. 2019. He conducted his Postdoctoral Research at Delta-NTU Corporate Lab for Cyber-Physical Systems, Nanyang Technological University, Singapore. Before joining PDEU, he worked for more than seventeen years at S.V.M. Institute of Technology affiliated to Gujarat Technological University. He completed his PhD in Computer Engineering from CHARUSAT University, India, Master's degree from Saradar Vallabhbhai National Institute of Technology (SVNIT), Surat and Bachelor's degree from Birla VishvakarmaMahavidyalaya, V. V. Nagar. Apart from numerous academic assignments, he shouldered the responsibility as Head of the Department (IT) for 5 years. In 2017, he was awarded with prestigious Pedagogical Innovation Award by Gujarat Technological University.
作者簡介(中文翻譯)
Dr. Pranav D. Pathak 是印度浦那麻省理工學院生物工程科學與研究學院的副教授。他在阿姆拉瓦提大學獲得本科和碩士學位，並在印度那格浦爾的維斯維薩拉亞國立技術學院獲得博士學位。他的研究興趣包括印度傳統知識在醫藥、生物精煉、吸附分離、固體廢物利用和廢水處理中的應用。
Dr. Roshani Raut 是印度浦那薩維特里拜·普赫勒大學的平普里·欽查瓦德工程學院計算機科學與工程領域的資深學者和研究人員。她在印度馬哈拉施特拉邦的SGBAU獲得計算機科學與工程的博士學位，在印度浦那的VIT獲得碩士學位，並在那格浦爾大學獲得計算機科學與工程的學士學位。她擁有超過18年的經驗，目前擔任信息技術系的副教授，並負責平普里·欽查瓦德工程學院的國際關係副院長職務。
Sebastián Jaramillo-Isaza 目前在哥倫比亞羅薩里奧大學醫學與健康科學學院擔任生物醫學工程的首席教授。他在法國索邦大學 - 康比涅技術大學（UTC）獲得生物力學、生物工程和生物材料的博士學位。他在法國梅斯的國立工程學院（ENIM）完成碩士學位，並在哥倫比亞麥德林的安提奧基亞大學獲得生物工程的學士學位。他目前的研究興趣集中在生物力學、輔助技術、神經工程和康復工程等領域。
Dr. Pradnya Borkar 是印度那格浦爾的朱勒拉爾技術學院計算機科學與工程系的副教授及研發部門負責人。她於2002年獲得計算機技術的學士學位，2008年獲得計算機科學與工程的碩士學位，並於2018年獲得計算機科學與工程的博士學位，均來自拉什特拉桑特·圖克多吉·馬哈拉吉那格浦爾大學（前身為那格浦爾大學）。她曾在多家知名機構工作，擁有約19年的教學經驗。她已申請兩項專利，並出版了《數據倉儲與挖掘》和《面向對象的建模》等書籍。她的研究興趣包括高效能計算、生物信息學、並行計算、數據庫管理系統、編譯器和計算理論。她是ISTE、CSI和SDIWC的成員。
Dr. Rutvij H. Jhaveri 自2019年12月以來在印度甘地納格的潘迪特·丁達亞能源大學計算機科學與工程系擔任資深研究員。他在新加坡南洋理工大學的Delta-NTU企業實驗室進行了博士後研究。在加入PDEU之前，他在隸屬於古吉拉特技術大學的S.V.M.技術學院工作了超過十七年。他在印度CHARUSAT大學獲得計算機工程的博士學位，在古吉拉特的Saradar Vallabhbhai國立技術學院（SVNIT）獲得碩士學位，並在Birla Vishvakarma Mahavidyalaya獲得學士學位。除了眾多學術任務外，他還擔任了5年的信息技術系主任。2017年，他獲得了古吉拉特技術大學頒發的著名教學創新獎。
