Data Analysis for Neurodegenerative Disorders

Koundal, Deepika, Jain, Deepak Kumar, Guo, Yanhui

  • 出版商: Springer
  • 出版日期: 2024-06-02
  • 售價: $7,700
  • 貴賓價: 9.5$7,315
  • 語言: 英文
  • 頁數: 267
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9819921562
  • ISBN-13: 9789819921560
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

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作者簡介

Deepika Koundal is currently associated with the University of Petroleum and Energy Studies, Dehradun. She received the recognition and honorary membership from Neutrosophic Science Association from University of Mexico, USA. She is also selected as Young Scientist in the 6th BRICS Conclave by NIAS-DST in 2021. She received the master's and Ph.D. degrees in computer science & engineering from the Panjab University, Chandigarh, in 2015. She received the B.Tech. degree in computer science & engineering from Kurkushetra University, India. She is the awardee of Research Excellence Award given by Chitkara University in 2019. She has published more than 50 research articles in reputed SCI and Scopus indexed journals, conferences and two books. She is currently Guest Editor in Computers & Electrical Engineering, Internet of Things Journals (Elsevier) and IEEE Transaction of Industrial Informatics, Computational and Mathematical Methods in Medicine, MDPI Sensor, Hindawi and CMC. She is also serving as Associate Editor in Heliyon, IET Image Processing and International Journal of Computer Applications. She also has served on many technical program committees as well as organizing committees and invited to give guest lectures and tutorials in faculty development programs, international conferences and summer schools. Her areas of interest are Artificial Intelligence, Wireless Sensors, IoT, Biomedical Imaging and Signals, Soft Computing and Machine Learning/Deep Learning. She has also served as Reviewer in many repudiated journals of IEEE, Springer, Elsevier, IET, Hindawi, Wiley and Sage.
Deepak Kumar Jain works as Assistant Professor at Institute of Automation, Chongqing University of Posts and Telecommunications, Chongqing, China. He received the Bachelor of Engineering degree from Rajiv Gandhi Proudyogiki Vishwavidyalaya, India, in 2010, the Master of Technology degree from the Jaypee University of Engineering and Technology, India, in 2012 andthe Ph.D. degree from the Institute of Automation, University of Chinese Academy of Sciences, Beijing, China. He was an awardee of CAS-TWAS Presidential Fellowship from 2014 to 2018. He was invited as "Foreign Experts" by Shandong Taian Administration of Foreign Expert Affairs. He has presented several papers in peer-reviewed conferences and has published numerous studies in science cited journals. His research interests include deep learning, machine learning, pattern recognition and computer vision.
Yanhui Guo received his Ph.D. degree from the Department of Computer Science, Utah State University, USA. He was Research Fellow in the Department of Radiology at the University of Michigan and Assistant Professor at St. Thomas University. Dr. Guo is currently Associate Professor in the Department of Computer Science at the University of Illinois Springfield. Dr. Guo's research area includes computer vision, machine learning, data analytics, neutrosophic set, computer-aided detection/diagnosis and computer-assisted surgery. He has published 3 books, more than 110 journal papers and 40 conference papers, completed more than 10 grant-funded research projects, has 2 patents and worked as Associate Editor of different international journals and Reviewer for top journals and conferences. Dr. Guo successfully applied neutrosophic set into image processing in 2008 and has published many research works in this area. Dr. Guo was Co-founder and Chief Scientist of MedSights Tech Inc., a high technology company focusing on a computer-assisted surgery system. Dr. Guo was awarded a University Scholar in 2019, the university system's highest faculty honor, recognizing outstanding teaching and scholarship.
Amira S. Ashour is Assistant Professor and Head of Department at Electronics and Electrical Communications Engineering Department, Faculty of Engineering, Tanta University, Egypt, since 2016. She is Head of the MICSCAS Research Laboratory (Medical Image Computing Systems and Computer-Assisted Surgery Laboratory), Faculty of Engineering, Tanta University, Egypt. She is ICT Manager of Huawei Academy, Tanta University, Egypt, during 2019 and 2020. She obtained her M.Sc. degree in electrical engineering (Enhancement of Electromagnetic Non-Destructive Evaluation Performance using Advanced Signal Processing Techniques) and Ph.D. in smart antenna from the Department of Electronics and Electrical Communications Engineering, Faculty of Engineering, Tanta University, Egypt. Her research interests include Biomedical Engineering, Medical Devices, Medical Image and Signal Processing, Medical Imaging, Ablation Therapy, Machine Learning, Optimization, Smart Antenna, Target Tracking and Direction of Arrival Estimation. She is Co-editor of Advances in Ubiquitous Sensing Applications for Healthcare, book series, Elsevier. She is Editorial Board Member of several reputable journals. She published 120 journal papers and conference proceedings and edited/authored about 20 books (Elsevier/Springer).
Atef Zaguia received the bachelor's degree in computer engineering from the University of Ottawa and the M.S. and Ph.D. degrees in computer science from the École de Téchnologie Supérieure (E.T.S.), University of Quebec, Montreal, Canada. For one year, he held Postdoctoral position at E.T.S., University of Quebec. He was working on developing application for newborn cry-based diagnosis system with the integration of interaction context, supported by the Bill and Melinda Gates Foundation. He is currently Associate Professor at the College of Computers and Information Technology, Taif University, Saudi Arabia. He has published papers in national and international conferences and journals. His research interests include multimodal systems, pervasive and ubiquitous computing, IoT, AI and context-aware systems. He was Program Committee Member of the Tenth International Conference on Mobile UbiquitousComputing, Systems, Services and Technologies (UBICOMM 2016), Venice, Italy.

作者簡介(中文翻譯)

Deepika Koundal目前就職於印度德拉敦的石油和能源研究大學。她獲得了墨西哥大學的Neutrosophic Science Association的認可和榮譽會員資格。她還在2021年被NIAS-DST選為第六屆金磚國家學術會議的青年科學家。她於2015年在印度旁遮普大學獲得計算機科學與工程的碩士和博士學位。她在印度库库什特拉大学獲得計算機科學與工程的學士學位。她於2019年獲得了Chitkara大學頒發的研究卓越獎。她在知名的SCI和Scopus索引期刊、會議和兩本書中發表了50多篇研究文章。她目前是《計算機與電氣工程》、《物聯網》(愛思唯爾)和《IEEE工業信息學報》的客座編輯,並在《Heliyon》、《IET圖像處理》和《國際計算機應用期刊》擔任副編輯。她還擔任過許多技術程序委員會和組織委員會的成員,並應邀在教師發展計劃、國際會議和暑期學校中發表專題演講和教學。她的研究興趣包括人工智能、無線傳感器、物聯網、生物醫學成像和信號、軟計算和機器學習/深度學習。她還擔任了IEEE、Springer、Elsevier、IET、Hindawi、Wiley和Sage等多個知名期刊的審稿人。

Deepak Kumar Jain目前在中國重慶郵電大學自動化學院擔任助理教授。他於2010年在印度拉吉夫甘地普羅迪吉基維斯瓦瓦迪亞大學獲得工程學學士學位,2012年在印度Jaypee大學獲得技術學碩士學位,並於中國中國科學院自動化研究所獲得博士學位。他曾獲得2014年至2018年的中科院-第三世界科學院主席獎學金,並受到山東泰安外國專家事務管理局的邀請擔任“外國專家”。他在同行評審的會議上發表了多篇論文,並在科學引用期刊上發表了許多研究。他的研究興趣包括深度學習、機器學習、模式識別和計算機視覺。

Yanhui Guo在美國猶他州立大學計算機科學系獲得博士學位。他曾在密歇根大學放射學系擔任研究員,並在聖托馬斯大學擔任助理教授。Guo博士目前是伊利諾伊大學斯普林菲爾德分校計算機科學系的副教授。Guo博士的研究領域包括計算機視覺、機器學習、數據分析、中性集合、計算機輔助檢測/診斷和計算機輔助手術。他出版了3本書,發表了110多篇期刊論文和40篇會議論文,完成了10多個獲得資助的研究項目,擁有2項專利,並擔任不同國際期刊的副編輯和頂級期刊和會議的審稿人。Guo博士於2008年成功將中性集合應用於圖像處理,並在該領域發表了許多研究成果。Guo博士曾是MedSights Tech Inc.的聯合創始人和首席科學家,該公司專注於計算機輔助手術系統。Guo博士於2019年獲得了大學學者獎,這是該大學系統對傑出教學和學術成就的最高表彰。

Amira S. Ashour自2016年起擔任埃及坦塔大學工程學院電子與電氣通信工程系的助理教授和系主任。她是MICSCAS研究實驗室(醫學影像計算系統和計算機輔助手術實驗室)的負責人。

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