Advancement of Machine Intelligence in Interactive Medical Image Analysis
暫譯: 互動醫學影像分析中機器智慧的進展

Verma, Om Prakash, Roy, Sudipta, Pandey, Subhash Chandra

  • 出版商: Springer
  • 出版日期: 2021-01-02
  • 售價: $6,780
  • 貴賓價: 9.5$6,441
  • 語言: 英文
  • 頁數: 329
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9811511020
  • ISBN-13: 9789811511028
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The book discusses major technical advances and research findings in the field of machine intelligence in medical image analysis. It examines the latest technologies and that have been implemented in clinical practice, such as computational intelligence in computer-aided diagnosis, biological image analysis, and computer-aided surgery and therapy. This book provides insights into the basic science involved in processing, analysing, and utilising all aspects of advanced computational intelligence in medical decision-making based on medical imaging.

商品描述(中文翻譯)

本書討論了醫學影像分析領域中機器智能的主要技術進展和研究成果。它檢視了最新的技術,這些技術已在臨床實踐中實施,例如計算智能在電腦輔助診斷、生命影像分析以及電腦輔助手術和治療中的應用。本書提供了有關處理、分析和利用醫學影像基於醫學決策中所有方面的先進計算智能的基本科學見解。

作者簡介

Dr. O.P. Verma is Principal of GB Pant Govt. Engineering College. Prior to this, he was head at Department of CSE, Delhi Technical University, Delhi. He has a wide professional experience of 25 years along with distinguished research activities. His current research area includes applied of computing evolutionary algorithms and many more. He has published number of research papers in SCI, SCIE, Scopus indexed Journals including IEEE Transactions. He has organised various conferences, faculty development programme, seminar and workshop etc. Recently, he was organising chair of the India International Conference on Information Processing (IICIP-2016). In 2015 he has organised faculty development programme on information security and challenges.

Dr. Sudipta Roy is a Postdoctoral Research Associate in Radiological Chemistry and Imaging Lab at Washington University in St. Louis, USA. He has received his Ph.D. in Computer Science & Engineering from the Department of Computer Science and Engineering, University of Calcutta, on 2018. He has received his B.Tech and M.Tech in Computer Science & Engineering from University of Calcutta, on 2011 and 2013 respectively. He has authored more than forty publications in refereed national/international journals and conferences including IEEE, Springer, Elsevier and many others. He is an author of one book and many book chapters. He hold an US patent in medical image processing and filed an Indian patent in smart agricultural system. He has served as a reviewer of many international journals and conferences. He has served international advisory committee member and program committee member of AICAE-2019, INDIACom-2019, CAAI 2018, ICAITA-2018, ICSESS-2018, INDIACom-2018, ISICO-2017, AICE-2017 and many more conferences. He is serving as an Associate Editor of IEEE Access, IEEE and International Journal of Computer Vision and Image Processing (IJCVIP), IGI Global Journal. He has more than five years of experience in teaching, and research. His fields of research interests are biomedical image analysis, image processing, steganography, artificial intelligence, big data analysis, machine learning and big data technologies.
Dr. Subhash Chandra Pandey is working as Assistant Professor at Birla Institute of Technology, Mesra, Ranchi (Patna campus). He has completed B.Sc from the University of Allahabad, UP, India. Further, he completed the AMIE (Mechanical Engg.) from the Institution of Engineers (India) and subsequently M.Tech (Computer Engineering) from Motilal Nehru National Institute of technology, UP, India. Moreover, he has done his Ph.d from Dr. APJ Abdul Kalam Technical University, Lucknow, UP, India. He has published many research papers in high impact journals and in reputed international conference proceedings. His current area of interest is Data mining. Soft computing, Bio-inspired computation, AI, machine intelligence, Philosophical aspects of machine cognition and IoT. He is the member of many professional bodies like International Association of Engineers, Hong Kong, International Association for Artificial Intelligence and Law, Computer Science Teachers Association, USA.
Dr. Mamta Mittal graduated in Computer Science & Engineering from Kurukshetra University, Kurukshetra in 2001 and received Masters' degree (Honors) in Computer Science & Engineering from YMCA, Faridabad. She has completed her Ph.D. from Thapar University Patiala in Computer Science and Engineering. She has been teaching from last 16 years with emphasis on Data Mining, Machine Learning, Soft Computing and Data Structure. She is Life time member of CSI. She has published and communicated number of research papers in SCI, SCIE, Scopus indexed Journals and attended many workshops, FDPs and Seminars. She has filed two patent one is on human surveillance system and another is on Wireless Copter for Explosive Handling and Diffusing. Presently, she is working at G.B. PANT Government Engineering College, Okhla, New Delhi (under Government of NCT Delhi) and supervising Ph.D. candidates of GGSIPU (Guru Gobind Singh Indraprastha University), Dwarka, New Delhi. She is Editor of the Book entitled "Data Intensive Computing Application for Big Data" published by IOS press, Netherland and another Book entitled "Big Data Processing Using Spark in cloud" by Springer. She is Managing Editor of International Journal of Sensors, Wireless Communications and Control Published by Bentham Science. She is reviewer of many reputed journals, Chaired number of conferences and delivered invited talks.

作者簡介(中文翻譯)

O.P. Verma 博士是 GB Pant 政府工程學院的院長。在此之前,他曾擔任德里技術大學計算機科學與工程系的系主任。他擁有 25 年的豐富專業經驗,並在研究活動方面表現卓越。他目前的研究領域包括計算進化算法的應用等多個方向。他在 SCI、SCIE、Scopus 索引的期刊上發表了多篇研究論文,包括 IEEE Transactions。他組織了各種會議、教師發展計劃、研討會和工作坊等。最近,他擔任了印度國際信息處理會議 (IICIP-2016) 的組織主席。在 2015 年,他組織了有關信息安全與挑戰的教師發展計劃。

Sudipta Roy 博士是美國聖路易斯華盛頓大學放射化學與成像實驗室的博士後研究助理。他於 2018 年在加爾各答大學計算機科學與工程系獲得計算機科學與工程的博士學位。他於 2011 年和 2013 年分別在加爾各答大學獲得計算機科學與工程的學士和碩士學位。他在經過審核的國內/國際期刊和會議上發表了四十多篇論文,包括 IEEE、Springer、Elsevier 等。他是一本書和多個書章的作者。他擁有美國醫學影像處理的專利,並在智能農業系統上申請了印度專利。他曾擔任多個國際期刊和會議的審稿人,並擔任 AICAE-2019、INDIACom-2019、CAAI 2018、ICAITA-2018、ICSESS-2018、INDIACom-2018、ISICO-2017、AICE-2017 等會議的國際諮詢委員會成員和程序委員會成員。他目前擔任 IEEE Access、IEEE 和國際計算機視覺與影像處理期刊 (IJCVIP) 的副編輯。他在教學和研究方面擁有超過五年的經驗。他的研究興趣包括生物醫學影像分析、影像處理、隱寫術、人工智慧、大數據分析、機器學習和大數據技術。
Subhash Chandra Pandey 博士在比爾拉技術學院(Birla Institute of Technology)擔任助理教授,位於印度 Ranchi 的 Mesra(Patna 校區)。他在印度阿拉哈巴德大學獲得了理學士學位。隨後,他從印度工程師學會(Institution of Engineers, India)獲得了 AMIE(機械工程)學位,並在印度 UP 的莫蒂拉爾尼赫魯國立技術學院(Motilal Nehru National Institute of Technology)獲得了計算機工程的碩士學位。此外,他在印度 UP 的 APJ 阿布杜勒卡拉姆技術大學獲得了博士學位。他在高影響力期刊和知名國際會議論文集中發表了多篇研究論文。他目前的研究興趣包括數據挖掘、軟計算、生物啟發計算、人工智慧、機器智能、機器認知的哲學方面和物聯網。他是多個專業機構的成員,如國際工程師協會(International Association of Engineers)、香港國際人工智慧與法律協會(International Association for Artificial Intelligence and Law)、美國計算機科學教師協會(Computer Science Teachers Association)。
Mamta Mittal 博士於 2001 年在庫魯克舍特拉大學獲得計算機科學與工程學位,並在法里達巴德的 YMCA 獲得計算機科學與工程的碩士學位(榮譽)。她在 Thapar 大學(Patiala)獲得計算機科學與工程的博士學位。她在過去 16 年中一直從事教學,重點在於數據挖掘、機器學習、軟計算和數據結構。她是 CSI 的終身會員。她在 SCI、SCIE、Scopus 索引的期刊上發表和交流了多篇研究論文,並參加了許多工作坊、教師發展計劃和研討會。她申請了兩項專利,一項是人類監控系統,另一項是用於爆炸物處理和拆除的無線飛行器。目前,她在新德里 Okhla 的 G.B. PANT 政府工程學院工作(隸屬於德里 NCT 政府),並指導 GGSIPU(古魯戈賓德辛格印德拉普拉斯塔大學)新德里的博士候選人。她是 IOS Press 出版的《大數據的數據密集計算應用》一書的編輯,還有 Springer 出版的《在雲中使用 Spark 的大數據處理》一書。她是 Bentham Science 出版的《國際傳感器、無線通信與控制期刊》的主編。她是多個知名期刊的審稿人,主持過多個會議並發表過邀請演講。