Deep Learning for Biomedical Applications
暫譯: 生物醫學應用的深度學習

本書是一本關於使用深度學習的生物醫學應用的詳細參考資料。由於深度學習是塑造人工智慧未來的重要因素，其在醫療和生物醫學領域的具體和創新解決方案至關重要。本書提供了對於基本和進階主題的最新研究觀點。

本書提供了有關深度學習應用於解決生物醫學問題的詳細資訊。它專注於不同類型的數據（即原始數據、信號時間序列、醫療影像），使讀者能夠理解其有效性和潛力。內容包括疾病診斷、影像處理的觀點，甚至基因組學。它引導讀者了解深度學習導向解決方案的不同面向。

本書中涵蓋的針對醫療和生物醫學應用的具體和創新解決方案對於在相關主題領域工作的科學家、研究人員、從業者、專業人士和教育工作者來說至關重要。

Utku Kose received the B.S. degree in 2008 from computer education of Gazi University, Turkey as a faculty valedictorian. He received M.S. degree in 2010 from Afyon Kocatepe University, Turkey in the field of computer and D.S. / Ph. D. degree in 2017 from Selcuk University, Turkey in the field of computer engineering. Between 2009 and 2011, he has worked as a Research Assistant in Afyon Kocatepe University. Following, he has also worked as a Lecturer and Vocational School - Vice Director in Afyon Kocatepe University between 2011 and 2012, as a Lecturer and Research Center Director in Usak University between 2012 and 2017, and as an Assistant Professor in Suleyman Demirel University between 2017 and 2019. Currently, he is an Associate Professor in Suleyman Demirel University, Turkey. He has more than 100 publications including articles, authored and edited books, proceedings, and reports. He is also in editorial boards of many scientific journals and serves as one of the editors of the Biomedical and Robotics Healthcare book series by CRC Press. His research interest includes artificial intelligence, machine ethics, artificial intelligence safety, optimization, the chaos theory, distance education, e-learning, computer education, and computer science.

Omer Deperlioglu has received his ph.D. degree from Gazi University, Department of Computer Science, Ankara, Turkey in 2001. He has joined at the Department of Computer Science, Afyon Kocatepe University as an associate professor since 2012. He served as the head of department. His current research interests include Artificial Intelligence applications, signal processing and image processing in Biomedical engineering. He has published 10 books, 40 articles and more than 50 papers. Attended more than 40 conferences. He was a member of the International Technical Committee in 6 conferences and workshops. He is serving as an editorial board member of several international journals including an Associate Editors of IET The Journal of Engineering. He is also a Book Series Editor - Biomedical and Robotics Healthcare (CRC Press).

D. Jude Hemanth received his B.E degree in ECE from Bharathiar University in 2002, M.E degree in communication systems from Anna University in 2006 and Ph.D. from Karunya University in 2013. His research areas include Computational Intelligence and Image processing. He has authored more than 130 research papers in reputed SCIE indexed International Journals and Scopus indexed International Conferences. His Cumulative Impact Factor is more than 180. He has published 33 edited books with reputed publishers such as Elsevier, Springer and IET.

He has been serving as Associate Editor/Scientific Editor of SCIE Indexed International Journals such as Journal of Intelligent and fuzzy systems, Mathematical Problems in Engineering. IET Qunatum Communications and Dyna (Spain). He serves as an Editorial Board member/Guest Editor of many journals with leading publishers such as Elsevier (Soft Computing Letters), Springer (Multidimensional Systems and Signal Processing, SN Computer Science, Sensing and Imaging) and Inderscience (IJAIP, IJICT, IJCVR, IJBET). He is the series editor of Biomedical Engineering book series in Elsevier and Robotics & Healthcare book series with CRC Press.

He has received a project grant with 35,000 UK Pound from Government of UK (GCRF scheme) with collaborators from University of Westminster, UK. He has also completed 1 funded research project from CSIR, Govt. of India and 1 ongoing funded project from DST, Govt. of India. He also serves as the Research Scientist of Computational Intelligence and Information Systems (CI2S) Lab, Argentina; LAPISCO research lab, Brazil; RIADI Lab; Tunisia and Research Centre for Applied Intelligence, University of Craiova, Romania

He has been also the organizing committee member of several international conferences across the globe such as Portugal, Romania, UK, Egypt, China, etc. He has delivered more than 100 Keynote talks/Invited Lectures in International Conferences/workshops. He holds professional membership with IEEE Technical Committee on Neural Networks (IEEE Computational Intelligence Society) and IEEE Technical Committee on Soft Computing (IEEE Systems, Man and Cybernatics Society).

Utku Kose 於2008年獲得土耳其加茲大學計算機教育學士學位，並且是該系的畢業生代表。他於2010年在土耳其阿夫永科卡特佩大學獲得計算機領域的碩士學位，並於2017年在土耳其塞爾丘克大學獲得計算機工程領域的博士學位。在2009年至2011年間，他在阿夫永科卡特佩大學擔任研究助理。隨後，他在2011年至2012年間擔任阿夫永科卡特佩大學的講師及職業學校副主任，2012年至2017年間擔任烏薩克大學的講師及研究中心主任，並在2017年至2019年間擔任蘇萊曼德米雷大學的助理教授。目前，他是土耳其蘇萊曼德米雷大學的副教授。他擁有超過100篇的出版物，包括文章、著作和編輯書籍、會議論文及報告。他還擔任多本科學期刊的編輯委員會成員，並擔任CRC Press的生物醫學與機器人健康護理書系的編輯之一。他的研究興趣包括人工智慧、機器倫理、人工智慧安全、優化、混沌理論、遠程教育、電子學習、計算機教育及計算機科學。

Omer Deperlioglu 於2001年在土耳其安卡拉的加茲大學計算機科學系獲得博士學位。自2012年以來，他在阿夫永科卡特佩大學計算機科學系擔任副教授，並曾擔任系主任。他目前的研究興趣包括人工智慧應用、生物醫學工程中的信號處理和影像處理。他已出版10本書籍、40篇文章和超過50篇論文，並參加了超過40場會議。他曾是6場會議和研討會的國際技術委員會成員。他目前擔任多本國際期刊的編輯委員會成員，包括IET The Journal of Engineering的副編輯。他也是CRC Press的生物醫學與機器人健康護理書系的書籍系列編輯。

D. Jude Hemanth 於2002年在巴哈提亞大學獲得電子與通信工程學士學位，2006年在安娜大學獲得通信系統碩士學位，並於2013年在卡魯尼亞大學獲得博士學位。他的研究領域包括計算智能和影像處理。他在知名的SCIE索引國際期刊和Scopus索引國際會議上發表了超過130篇研究論文，累積影響因子超過180。他已出版33本與知名出版社如Elsevier、Springer和IET合作的編輯書籍。

他擔任SCIE索引國際期刊的副編輯/科學編輯，如《智能與模糊系統期刊》、《工程中的數學問題》、《IET量子通信》和《Dyna（西班牙）》等。他還擔任多本期刊的編輯委員會成員/特邀編輯，與知名出版社如Elsevier（《軟計算快報》）、Springer（《多維系統與信號處理》、《SN計算機科學》、《感測與影像》）和Inderscience（《IJAIP》、《IJICT》、《IJCVR》、《IJBET》）合作。他是Elsevier的生物醫學工程書系和CRC Press的機器人與健康護理書系的系列編輯。

他獲得了來自英國政府（GCRF計劃）35,000英鎊的項目資助，與英國威斯敏斯特大學的合作者合作。他還完成了來自印度政府CSIR的1個資助研究項目，並有1個來自印度政府DST的持續資助項目。他同時擔任阿根廷計算智能與信息系統（CI2S）實驗室、巴西LAPISCO研究實驗室、突尼西亞RIADI實驗室及羅馬尼亞克拉約瓦大學應用智能研究中心的研究科學家。

他還是多個國際會議的組織委員會成員，會議地點遍及葡萄牙、羅馬尼亞、英國、埃及、中國等地。他在國際會議/研討會上發表了超過100場主題演講/特邀講座。他是IEEE神經網絡技術委員會（IEEE計算智能學會）和IEEE軟計算技術委員會（IEEE系統、人類與控制論學會）的專業會員。