Smart shoes have ushered in a new era of personalised health monitoring and assistive technology. The shoe leverages technologies such as Bluetooth for data collection and wireless transmission and incorporates features such as GPS tracking, obstacle detection, and fitness tracking. This article provides an overview of the current state of smart shoe technology, highlighting the integration of advanced sensors for health monitoring, energy harvesting, assistive features for the visually impaired, and deep learning for data analysis. The study discusses the potential of smart footwear in medical applications, particularly for patients with diabetes, and the ongoing research in this field. Current footwear challenges are also discussed, including complex construction, poor fit, comfort, and high cost.
Artificial Intelligence in Rural Healthcare Delivery: Bridging Gaps and Enhancing Equity through Innovation
University of Illinois College of Medicine Rockford（伊利诺伊大学罗克福德医学院）；National Center for Rural Health Professions（农村健康专业中心）；Sri Sivasubramaniya Nadar College of Engineering（塞维萨布拉曼尼亚那德尔工程学院）；M. Kumarasamy College of Engineering（M. Kumarasamy 工程学院）；The Ohio State University Wexner Medical Center（俄亥俄州立大学韦克斯纳医疗中心）；iWorks Corporation（iWorks 公司）；Central South University（中南大学）；Bacha Khan University（巴哈汗大学）
Beyond Ethics: How Inclusive Innovation Drives Economic Returns in Medical AI
Department of Computer Science, University of Toronto（多伦多大学计算机科学系）；Bordeaux Population Health Research Center, University of Bordeaux（波尔多大学人口健康研究中心）；Faculty of Pharmaceutical Sciences, University of British Columbia（不列颠哥伦比亚大学药学系）；Synthesize Health, Canada（加拿大Synthesize Health公司）；Computing and Mathematical Sciences, California Institute of Technology（加州理工学院计算与数学科学系）；RAND Corporation（RAND公司）；Department of Radiology and Radiotherapy, Makerere University（Makerere大学放射科与放射治疗系）；Laboratory for Computational Physiology, Massachusetts Institute of Technology（麻省理工学院计算生理学实验室）；Department of Bioengineering, Instituto Superior Técnico（葡萄牙 Instituto Superior Técnico 生物工程系）；Oak Ridge National Laboratory（橡树岭国家实验室）；Institute of Psychiatry, Psychology & Neuroscience, King’s College London（伦敦国王学院精神病学、心理学与神经科学研究所）；School of Population and Public Health, University of British Columbia（不列颠哥伦比亚大学流行病学与公共卫生学院）；Provincial Health Services Authority, British Columbia, Canada（不列颠哥伦比亚省卫生服务局）；Division of Pulmonary, Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center（Beth Israel Deaconess 医疗中心呼吸科、重症医学与睡眠医学科）；Department of Biostatistics, Harvard T.H. Chan School of Public Health（哈佛大学T.H. 潘菲尔德公共卫生学院生物统计学系）
Regulatory Science Innovation for Generative AI and Large Language Models in Health and Medicine: A Global Call for Action
Singapore General Hospital（新加坡中央医院）；Duke-NUS Medical School（杜克-新加坡国立大学医学院）；University of California, San Francisco（加州大学旧金山分校）；Stanford University School of Medicine（斯坦福大学医学院）；Byers Eye Institute（拜尔斯眼科研究所）；Singapore Health Services（新加坡医疗服务机构）；TUD Dresden University of Technology（德累斯顿工业大学）；Mass General Brigham（麻省总医院布里格姆医疗系统）；Harvard Medical School（哈佛医学院）；Brigham and Women’s Hospital（布莱根妇女医院）；Dana-Farber Cancer Institute（达纳-法伯癌症研究所）；University of Birmingham（伯明翰大学）；University Hospitals Birmingham NHS Foundation Trust（伯明翰大学医院NHS基金会信托）；National University of Singapore（新加坡国立大学）；NUS Artificial Intelligence Institute（新加坡国立大学人工智能研究院）
Law-based and standards-oriented approach for privacy impact assessment in medical devices: a topic for lawyers, engineers and healthcare practitioners in MedTech
Data-Driven Approach to assess and identify gaps in healthcare set up in South Asia
Center for AI Research (CAIR)（人工智能研究中心（CAIR））；XPillars（4XPillars）；Allama Iqbal Medical College（阿拉马·伊克巴尔医学院）；Labs（46实验室）；Center for Urban Informatics, Technology and Policy (CITY) at LUMS（拉合尔管理科学大学城市信息学、技术与政策中心（CITY））
Unlocking the Power of Health Datasets and Registries: The Need for Urgent Institutional and National Ownership and Governance Regulations for Research Advancement
Federated Data Analytics for Cancer Immunotherapy: A Privacy-Preserving Collaborative Platform for Patient Management
Faculty of Computers & Artificial Intelligence, Cairo University（开罗大学计算机与人工智能学院）；Scientific Academy for Service Technology e.V. (ServTech)（服务技术科学学会）；University of New South Wales（新南威尔士大学）；University of Macquarie（麦考瑞大学）；Egypt University of Informatics（埃及信息学大学）
