Dimensions of Intelligent Analytics for Smart Digital Health Solutions

這個標題揭開了人工智慧和分析的神秘面紗，提升了個人（醫療專業人員、醫院管理者、顧問、研究人員、學生以及廣大民眾）在醫療領域中與分析和人工智慧相關的技能。

Nilmini Wickramasinghe is the Professor and Optus Chair of Digital Health at La Trobe University. In addition, she is the inaugural Professor and Director of Health Informatics Management at Epworth HealthCare. She also holds honorary research professor positions at the Peter MacCallum Cancer Centre, Murdoch Children's Research Institute (MCRI), and Northern Health. After completing five degrees at the University of Melbourne, she earned a PhD at Case Western Reserve University, Cleveland, Ohio, USA, and later completed the executive education at Harvard Business School, Harvard University, Cambridge, Massachusetts, USA, in value-based healthcare. For over 25 years, Professor Wickramasinghe has been actively researching and teaching within the health informatics/digital health domain in the United States, Germany and Australia, with a particular focus on designing, developing and deploying suitable models, strategies and techniques grounded in various management principles to facilitate the implementation and adoption of technology solutions to effect superior, value-based patient-centric care delivery. Professor Wickramasinghe collaborates with leading scholars at various premier healthcare organizations and universities throughout Australasia, the United States and Europe and is well published, with more than 400 referred scholarly articles, more than 15 books, numerous book chapters, an encyclopaedia and a well-established funded research track record securing over $25M in funding from grants in the United States, Australia, Germany and China as a chief investigator. She holds a patent around analytics solutions for managing healthcare data and is the editor-in-chief of the International Journal of Networking and Virtual Organisations (www.inderscience.com/ijnvo) as well as the editor of the Springer book series Healthcare Delivery in the Information Age. In 2020, she was awarded the prestigious Alexander von Humboldt award for outstanding contribution to digital health, the first time this honour has been bestowed to someone in the discipline of digital health.

Freimut Bodendorf earned a degree in computer science at the School of Engineering, University of Erlangen-Nuremberg. He also earned a PhD in information systems. Subsequently, he was head of an IS Department at the University Hospital and Medical School at the University of Freiburg, Germany; professor at the Postgraduate School of Engineering in Nuremberg, Germany; and head of the Department of Computer Science and Information Systems at the University of Fribourg, Switzerland. He also is the head of the research group Management Intelligence Systems of the Institute of Information Systems at the University of Erlangen-Nuremberg. He is a faculty member of the School of Business and Economics as well as the School of Engineering and the School of Natural Sciences. Recently he was appointed to be a Research Fellow of the Fraunhofer Institute IIS, the largest institute in Germany. His scientific work focuses on business intelligence and digital health, including advanced data analytics, responsible artificial intelligence, intelligent assistance, data sharing and federated learning ecosystems. His research projects investigate and create solutions in the fields of digital transformation in healthcare and digital support of individual wellness.

Mathias Kraus is an Assistant Professor for Data Analytics at the Institute for Information Systems, FAU Erlangen-Nürnberg, where he also heads the White-Box AI research group. Prior to this appointment, he was a research assistant at ETH Zurich and the University of Freiburg. In his current role, he develops advances in data analytics with a focus on transparency and reliability in machine learning models. He has made several contributions to the scientific community through his work, which has been published in leading information systems and operations research journals and at prestigious computer science conferences.

Nilmini Wickramasinghe是拉德羅比大學數位健康的教授及Optus數位健康講座教授。此外，她還是Epworth HealthCare健康資訊管理的首任教授及主任。她同時在彼得麥克卡倫癌症中心、默多克兒童研究所（MCRI）和北方健康擔任榮譽研究教授。完成五個學位後，她在美國俄亥俄州克里夫蘭的凱斯西儲大學獲得博士學位，並在哈佛大學商學院完成了有關價值導向醫療的高階教育。超過25年來，Wickramasinghe教授在美國、德國和澳大利亞的健康資訊/數位健康領域積極從事研究和教學，特別專注於設計、開發和部署基於各種管理原則的適當模型、策略和技術，以促進技術解決方案的實施和採用，從而提供卓越的以患者為中心的價值導向護理服務。Wickramasinghe教授與澳大拉西亞、美國和歐洲各大醫療機構和大學的領先學者合作，並發表了超過400篇經過審核的學術文章、15本以上的書籍、眾多書籍章節、一部百科全書，以及作為首席研究員在美國、澳大利亞、德國和中國獲得超過2500萬美元的資助，擁有良好的研究資金記錄。她擁有一項有關管理醫療數據的分析解決方案的專利，並擔任《國際網絡與虛擬組織期刊》的主編，以及Springer書系《資訊時代的醫療服務》的編輯。2020年，她因對數位健康的卓越貢獻獲得了著名的亞歷山大·馮·洪堡獎，這是該獎項首次頒發給數位健康領域的專家。

Freimut Bodendorf在德國埃爾朗根-紐倫堡大學工程學院獲得計算機科學學位，並獲得資訊系統的博士學位。隨後，他擔任德國弗賴堡大學醫院及醫學院的資訊系統部門負責人；德國紐倫堡研究生工程學院的教授；以及瑞士弗里堡大學計算機科學與資訊系統系的負責人。他還是埃爾朗根-紐倫堡大學資訊系統研究所管理智慧系統研究小組的負責人。他是商業與經濟學院、工程學院和自然科學院的教職員。最近，他被任命為德國最大的弗勞恩霍夫研究所IIS的研究員。他的科學研究專注於商業智慧和數位健康，包括先進數據分析、負責任的人工智慧、智能助理、數據共享和聯邦學習生態系統。他的研究項目探討並創造在醫療保健數位轉型和個人健康數位支持領域的解決方案。

Mathias Kraus是FAU埃爾朗根-紐倫堡資訊系統研究所的數據分析助理教授，並負責白盒人工智慧研究小組。在此之前，他曾在蘇黎世聯邦理工學院和弗賴堡大學擔任研究助理。在目前的角色中，他專注於機器學習模型的透明性和可靠性，開發數據分析的進展。他通過其工作對科學社群做出了多項貢獻，並在領先的資訊系統期刊上發表了相關研究。