Concepts of Artificial Intelligence and Its Application in Modern Healthcare Systems
Agarwal, Deepshikha, Tripathi, Khushboo, Krishen, Kumar
相關主題
商品描述
This reference text presents the usage of artificial intelligence in healthcare and discusses the challenges and solutions of using advanced techniques like wearable technologies and image processing in the sector.
Features:
- Focuses on the use of artificial intelligence (AI) in healthcare with issues, applications, and prospects
- Presents the application of artificial intelligence in medical imaging, fractionalization of early lung tumour detection using a low intricacy approach, etc
- Discusses an artificial intelligence perspective on wearable technology
- Analyses cardiac dynamics and assessment of arrhythmia by classifying heartbeat using electrocardiogram (ECG)
- Elaborates machine learning models for early diagnosis of depressive mental affliction
This book serves as a reference for students and researchers analyzing healthcare data. It can also be used by graduate and post graduate students as an elective course.
商品描述(中文翻譯)
這本參考書介紹了人工智慧在醫療保健領域的應用,並討論了在該領域中使用可穿戴技術和影像處理等先進技術所面臨的挑戰和解決方案。
特點:
- 聚焦於人工智慧在醫療保健領域的應用,包括問題、應用和前景
- 介紹了人工智慧在醫學影像、使用低複雜度方法進行早期肺腫瘤檢測等方面的應用
- 從人工智慧的角度討論了可穿戴技術
- 通過對心臟動力學和心律失常的分類心跳進行心電圖(ECG)分析
- 詳細介紹了用於早期診斷抑鬱症的機器學習模型
這本書可作為學生和研究人員分析醫療保健數據的參考資料。研究生和博士生也可以將其作為選修課程使用。
作者簡介
Dr. Deepshikha Agarwal is currently working as the Head of Department and Assistant Professor at Indian Institute of Information Technology, Lucknow. She has teaching and research experience of more than 17 years. She published more than 40 research papers and guided projects in the fields of Mobile and Adhoc communications, optimization algorithms, wireless sensor networks, IOT & Machine Learning and Blockchain. Achieved Ph.D degree from MNNIT Allahabad in 2015 and M.Tech degree from IIIT Allahabad in 2004 with research work on Wireless sensor networks. She is also guiding projects and Ph.D candidates. She has achieved Membership of various professional bodies like IEEE, IET, PcPro, Oxford Journals. Active reviewer for reputed conferences and journals like IEEE Sensors, IEEE Access, Science Direct, Elsevier. Invited Speaker for International Conferences held in China and Japan. Editor of CRC published book and Chairman of sessions in international conferences. Registered as an accomplished international author in the Scholar's book of world records. Published several book chapters and books in international publishing houses like John Wiley and CRC .Received University Grant from Amity University for presenting research paper in IEEE Conference at Indonesia. She has recently been granted two innovation patents by Australian Government. She is also receipient of several prestigious awards like- SWAMI VIVEKANAND CHANGEMAKER AWARD & RISE & SHINE Women Eduvisionary Award by MentorX and International Academic Achievers Award (Excellent in Professional Achievement), JYD Int School of Higher education, Zurich, Switzerland in 2021.
Dr. Khushboo Tripathi received a Ph. D. degree in computer science from University of Allahabad, Prayagraj, India in 2012. She received Master of Science in Computer Science & Engineering from KNIT Sultanpur, M. Sc. (Mathematics) and B.Sc. from University of Allahabad, Prayagraj. She has more than fifteen years of experience in teaching and research. Dr. Tripathi interests include research and implementation aspects of Wireless Ad Hoc Networks, MANET and SENSOR networks, secure routing protocols, SDN, Advanced Networking, Security, Data Interpretation. Dr. Tripathi has authored more than 30 papers and published in peer reviewed International Journals and conferences proceedings. Dr. Tripathi has authored various book chapters in scopus and Sci journals. She has supervised many Ph.D., M. Tech., MCA and B. Tech students in their thesis and projects. She has served as session chair and organiser for IEEE, Springer conferences. Currently she is currently serving as Assistant Professor in Department of Computer Science & Engineering at Amity University Haryana Gurgaon. Dr. Tripathi has been a reviewer for several international journals. She has earned many awards in her credits as a young researcher award by InSc Bengaluru, India, Swami Vivekanand change maker award by MENTORx Globally, best paper presentation awards at AUH. Dr. Tripathi is a member of ACM, IEEE, IET U.K. and Computer societies.
Dr. Kumar Krishen is the ST Senior Scientist / Lead Technologist for the Advanced Planning Office, NASA Johnson Space Center (JSC), Houston, Texas, responsible for developing strategies for joint research and technology projects and plans with industries, universities, other NASA centers, and government agencies. He has served at Virginia Tech as University Fellow for Technology Transfer, Office of Special Initiatives, Visiting Professor on a special NASA assignment and Adjunct Professor at Rice University.
His academic degrees are from Kansas State University (Ph.D. and M.S.-Phi Kappa Phi, Eta Kappa Nu & Sigma Xi honors), Calcutta University (M. Tech and B. Tech- Gold & Silver Medals), and Jammu and Kashmir University (B.A.- Highest Univ. Merit) in electronics, electrical engineering, radio physics, physics, and mathematics. Dr. Krishen taught and guided research at Kansas State University before joining Lockheed in 1969 as Staff Scientist. Dr. Krishen joined NASA in 1976 and has held key positions in Advanced Programs in Earth Observations, Science Payloads, Experiment Systems, Tracking & Communications, Mission Support, New Initiatives, and technology research and development.
Authoring more than 160 technical papers/reports/proceedings, Dr. Krishen is a Fellow of the Society for Design and Process Science (SDPS) and an Assoc. Fellow of American Institute of Aeronautics and Astronautics (AIAA). He is the recipient of many awards, medals, and commendations from universities, industry, and government organizations, and is listed in Who is Who in the World, Who is Who in America, Who is Who in Science and Technology, Men of Achievement, Personalities of America, and 2000 Outstanding People of the 20th Century and was commissioned "Honorary Texan" by Texas Governor Rick Perry in 2001. Dr. Krishen was nominated by Governor George W. Bush and confirmed by the State Senate of Texas to the Texas Board of Licensure for Professional Medical Physicists in 1999 and continues to serve on this Board under Governor Perry's administration. Dr. Krishen was awarded Bharat Samman, the highest honor given by the Non Resident Indian (NRI) Institute in 2006. The award was presented by the British High Commissioner to India. He was awarded Hind Rattan, the highest award given by NRIW Society in 2008. The award was presented by Hon. Sushil Kumar Shinde, Union Minister for Power, Government of India.
作者簡介(中文翻譯)
Dr. Deepshikha Agarwal目前擔任印度信息技術學院拉克瑙分校的系主任和助理教授。她擁有超過17年的教學和研究經驗。她在移動和Adhoc通信、優化算法、無線傳感器網絡、物聯網和機器學習以及區塊鏈等領域發表了40多篇研究論文並指導了相關項目。她於2015年在MNNIT Allahabad獲得博士學位,並於2004年在IIIT Allahabad進行了無線傳感器網絡的研究工作,獲得了碩士學位。她還指導項目和博士候選人。她是IEEE、IET、PcPro和Oxford Journals等多個專業機構的成員。她是知名會議和期刊(如IEEE Sensors、IEEE Access、Science Direct和Elsevier)的活躍評審人。她曾應邀在中國和日本舉辦的國際會議上發表演講。她是CRC出版書籍的編輯,並在國際會議上擔任主席。她在《學者世界記錄書》中被註冊為傑出國際作者。她在John Wiley和CRC等國際出版社發表了多篇專書章節和書籍。她獲得了Amity University的大學資助,以在印度尼西亞的IEEE會議上發表研究論文。她最近獲得了澳大利亞政府授予的兩項創新專利。她還獲得了多個著名獎項,如SWAMI VIVEKANAND CHANGEMAKER AWARD和RISE & SHINE Women Eduvisionary Award(由MentorX頒發)以及2021年瑞士蘇黎世JYD國際高等教育學院的國際學術成就獎(在專業成就方面表現優秀)。
Dr. Khushboo Tripathi於2012年在印度Prayagraj的Allahabad大學獲得計算機科學博士學位。她在KNIT Sultanpur獲得計算機科學與工程的碩士學位,並在Allahabad大學獲得數學碩士和學士學位。她擁有超過十五年的教學和研究經驗。Tripathi博士的研究興趣包括無線Ad Hoc網絡、MANET和傳感器網絡、安全路由協議、SDN、高級網絡、安全性和數據解釋。Tripathi博士撰寫了30多篇論文,並在同行評審的國際期刊和會議論文集中發表。Tripathi博士在Scopus和Sci期刊中撰寫了各種專書章節。她指導了許多博士、碩士、MCA和B.Tech學生的論文和項目。她曾擔任IEEE和Springer會議的會議主席和組織者。目前,她擔任Amity University Haryana Gurgaon的計算機科學與工程系助理教授。Tripathi博士曾擔任多個國際期刊的評審人。她獲得了許多獎項,包括印度班加羅爾InSc頒發的年輕研究者獎、MENTORx全球頒發的Swami Vivekanand變革者獎以及AUH的最佳論文演講獎。Tripathi博士是ACM、IEEE、IET英國和計算機學會的成員。
Dr. Kumar Krishen是NASA約翰遜太空中心(JSC)高級科學家/首席技術專家,負責與工業、大學、其他NASA中心和政府機構合作開展聯合研究和技術項目的戰略制定。他曾在維吉尼亞理工大學擔任技術轉移大學研究員,特殊NASA任務的訪問教授以及萊斯大學的兼職教授。
他的學術學位來自堪薩斯州立大學(電子學、電氣工程、無線物理學、物理學和數學的博士和碩士學位)、加爾各答大學(電子學和電氣工程的碩士學位和金牌和銀牌)以及查謨和克什米爾大學(最高大學榮譽的文學士學位)。Krishen博士曾在堪薩斯州立大學擔任教學工作並指導研究。