Concepts of Artificial Intelligence and its Application in Modern Healthcare Systems
暫譯: 人工智慧概念及其在現代醫療系統中的應用
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中的應用,並討論了在該領域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:
- 專注於人工智慧(AI)在醫療保健中的使用,包括問題、應用和前景
- 介紹人工智慧在醫學影像中的應用,使用低複雜度方法進行早期肺腫瘤檢測的分數化等
- 討論可穿戴技術的人工智慧觀點
- 通過分類心跳來分析心臟動力學和心律不整的評估,使用心電圖(ECG)
- 詳述機器學習模型以進行抑鬱症的早期診斷
本書作為分析醫療保健數據的學生和研究人員的參考資料。它也可以作為研究生和碩士生的選修課程使用。
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)
德普希卡·阿卡瓦爾博士目前擔任印度信息技術學院(Indian Institute of Information Technology, Lucknow)系主任及助理教授。她擁有超過17年的教學和研究經驗,發表了超過40篇研究論文,並在移動和臨時通信、優化算法、無線感測器網絡、物聯網(IoT)與機器學習及區塊鏈等領域指導專案。她於2015年獲得MNNIT阿拉哈巴德的博士學位,並於2004年獲得IIIT阿拉哈巴德的碩士學位,研究方向為無線感測器網絡。她也在指導專案和博士候選人方面有豐富經驗。她是多個專業機構的會員,如IEEE、IET、PcPro、牛津期刊。擔任IEEE Sensors、IEEE Access、Science Direct、Elsevier等知名會議和期刊的活躍審稿人。曾受邀在中國和日本舉辦的國際會議上演講。她是CRC出版書籍的編輯,並在國際會議中擔任會議主席。她在世界紀錄學者書中登記為成就卓越的國際作者。她在約翰·威利(John Wiley)和CRC等國際出版社發表了多個書章和書籍。她獲得了阿米提大學的研究經費,以在印尼的IEEE會議上發表研究論文。最近,她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變革者獎及由MentorX頒發的RISE & SHINE女性教育者獎,以及2021年在瑞士蘇黎世的JYD高等教育國際學術成就獎(專業成就卓越)。
庫什布·特里帕提博士於2012年在印度普拉亞格拉傑的阿拉哈巴德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碩士學位,並在阿拉哈巴德大學獲得數學碩士及學士學位。她擁有超過十五年的教學和研究經驗。特里帕提博士的研究興趣包括無線臨時網絡、移動自組織網絡(MANET)和感測器網絡的研究與實施、安全路由協議、軟體定義網絡(SDN)、先進網絡、安全性及數據解釋。特里帕提博士已發表超過30篇論文,並在同行評審的國際期刊和會議論文集中發表。她在Scopus和Sci期刊中撰寫了多個書章。她指導了許多博士、碩士(M. Tech)、計算機應用碩士(MCA)和工程學士(B. Tech)學生的論文和專案。她曾擔任IEEE、Springer會議的會議主席和組織者。目前,她在阿米提大學哈里亞納古爾根的計算機科學與工程系擔任助理教授。特里帕提博士曾擔任多個國際期刊的審稿人。作為年輕研究者,她獲得了來自印度班加羅爾的InSc年輕研究者獎、全球MENTORx頒發的斯瓦米·維韋卡南德變革者獎,以及AUH的最佳論文報告獎。
庫馬爾·克里申博士是美國國家航空暨太空總署(NASA)約翰遜太空中心(Johnson Space Center, JSC)高級規劃辦公室的高級科學家/首席技術專家,負責與產業、大學、其他NASA中心及政府機構共同研究和技術專案的策略發展。他曾在維吉尼亞理工大學擔任技術轉移大學研究員、特別倡議辦公室的訪問教授,以及萊斯大學的兼任教授,執行特別的NASA任務。
他的學位來自堪薩斯州立大學(博士及碩士- Phi Kappa Phi、Eta Kappa Nu及Sigma Xi榮譽)、加爾各答大學(碩士及學士-金牌及銀牌)及查謨和克什米爾大學(學士-最高大學成就),專業涵蓋電子學、電氣工程、無線物理、物理及數學。克里申博士在加入洛克希德(Lockheed)之前,曾在堪薩斯州立大學教授並指導研究。克里申博士於1976年加入NASA,並在地球觀測、高級科學載荷、實驗系統、追蹤與通信、任務支援、新倡議及技術研究與開發等高級計畫中擔任重要職位。
克里申博士撰寫了超過160篇技術論文/報告/會議論文,是設計與過程科學學會(SDPS)的會士及美國航空航天學會(AIAA)的副會士。他獲得了來自大學、產業及政府機構的多項獎項、獎牌及表彰,並被列入《世界名人錄》、《美國名人錄》、《科學與技術名人錄》、《成就人士》、《美國名人》和《20世紀2000位傑出人物》。他於2001年被德克薩斯州州長瑞克·佩里(Rick Perry)授予「榮譽德克薩斯人」稱號。克里申博士於1999年被喬治·W·布什州長提名並經德克薩斯州參議院確認,成為德克薩斯州專業醫學物理師執照委員會的成員,並在佩里州長的任期內繼續服務。克里申博士於2006年獲得由非居民印度人(NRI)協會頒發的最高榮譽「巴拉特·薩曼」(Bharat Samman)。該獎項由英國駐印度高專頒發。他於2008年獲得NRIW協會頒發的最高獎項「印度之寶」(Hind Rattan),該獎項由印度聯邦電力部長蘇希爾·庫馬爾·辛德(Sushil Kumar Shinde)頒發。