The emergence of New Data Sources (NDS) in healthcare is revolutionising traditional electronic health records in terms of data availability, storage, and access. Increasingly, clinicians are using NDS to build a virtual holistic image of a patient's health condition. This research is focused on a review and analysis of the current legislation and privacy rules available for healthcare professionals. NDS in this project refers to and includes patient-generated health data, consumer device data, wearable health and fitness data, and data from social media.
This project reviewed legal and regulatory requirements for New Zealand, Australia, the European Union, and the United States to establish the ground reality of existing mechanisms in place concerning the use of NDS. The outcome of our research is to recommend changes and enhancements required to better prepare for the 'tsunami' of NDS and applications in the currently evolving data-driven healthcare area and precision or personalised health initiatives such as Precision Driven Health (PDH) in New Zealand.
(Mis-)Informed Consent: Predatory Apps and the Exploitation of Populations with Limited Literacy
Lahore University of Management Sciences（拉合尔管理科学大学）；Aitchison college Lahore（拉合尔艾奇逊学院）；University of Prince Murgin（穆尔金王子大学）；New York University Abu Dhabi（纽约大学阿布扎比分校）
Data Ethics in the Era of Healthcare Artificial Intelligence in Africa: An Ubuntu Philosophy Perspective
Stanford Center for Biomedical Ethics, Stanford University（斯坦福大学生物医学伦理中心）；Department of Bioethics and Interdisciplinary Studies, Brody School of Medicine, East Carolina University（东卡罗来纳大学布罗迪医学院生物伦理与跨学科研究系）；Department of Biomedical Data Science, Stanford University（斯坦福大学生物医学数据科学系）；Department of Bioengineering, Stanford University（斯坦福大学生物工程系）；Department of Genetics, Stanford University（斯坦福大学遗传学系）；Department of Medicine, Stanford University（斯坦福大学医学系）
本文针对西方医疗 AI 数据伦理框架忽视非洲文化与殖民历史的问题，从 Ubuntu 哲学出发比较个人主义与社群主义路径，提出面向非洲的医疗数据伦理框架。
A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions
Manchester Metropolitan University（曼彻斯特城市大学）；Vellore Institute of Technology（韦洛尔理工学院）；Trinity College Dublin, The University of Dublin（都柏林大学圣三一学院）；Lebanese American University（黎巴嫩美国大学）；Ho Chi Minh City University of Technology and Education（胡志明市技术教育大学）；University College Dublin（都柏林大学学院）
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions
The Hong Kong University of Science and Technology（香港科技大学）；SIAT-HKUST Joint Laboratory of Cell Evolution and Digital Health（中国科学院深圳先进技术研究院-香港科技大学细胞进化与数字健康联合实验室）；Shenzhen-Hong Kong Collaborative Innovation Research Institute（深港产学研合作创新研究院）；Hong Kong Center for Neurodegenerative Diseases（香港神经退行性疾病中心）
Decoding the Digital Fine Print: Navigating the potholes in Terms of service/ use of GenAI tools against the emerging need for Transparent and Trustworthy Tech Futures
Generative Artificial Intelligence in Healthcare: Ethical Considerations and Assessment Checklist
Duke-NUS Medical School（杜克-新加坡国立大学医学院）；National University of Singapore（新加坡国立大学）；University of Oxford（牛津大学）；Imperial College London（帝国理工学院）；University of Antwerp（安特卫普大学）；Singapore Eye Research Institute（新加坡眼科研究所）；Singapore National Eye Centre（新加坡全国眼科中心）；Singapore Health Services（新加坡保健服务）；Singapore General Hospital（新加坡中央医院）；Hangzhou Dianzi University（杭州电子科技大学）；Nanyang Technological University（南洋理工大学）；The Chinese University of Hong Kong（香港中文大学）；Scripps Research（斯克里普斯研究所）
From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence
University of Pittsburgh（匹兹堡大学）；Weill Cornell Medicine（威尔康奈尔医学院）；Telemedicine & Advanced Technology Research Center, US Army（美国陆军远程医疗与先进技术研究中心）；Uniformed Services University（美国卫生与公众服务部统一服务大学）；Brooke Army Medical Center（布鲁克陆军医学中心）；University of Pittsburgh Medical Center Hillman Cancer Center（匹兹堡大学医学中心希尔曼癌症中心）
Ruijin Hospital, Shanghai Jiao Tong University School of Medicine（上海交通大学医学院附属瑞金医院）；College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine（上海交通大学医学院健康科学与技术学院）；Inselspital, Bern University Hospital, University of Bern（伯尔尼大学附属医院（小岛医院））；Technical University of Munich（慕尼黑工业大学）
