{"id":421191,"date":"2026-02-12T05:06:13","date_gmt":"2026-02-12T05:06:13","guid":{"rendered":"https:\/\/www.newsbeep.com\/uk\/421191\/"},"modified":"2026-02-12T05:06:13","modified_gmt":"2026-02-12T05:06:13","slug":"primary-ai-outcomes-based-standards-to-safeguard-primary-care-in-the-ai-era","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/uk\/421191\/","title":{"rendered":"PRIMARY-AI: outcomes-based standards to safeguard primary care in the AI era"},"content":{"rendered":"<p class=\"c-article-author-affiliation__address\">School of Clinical Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua Medicine, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dian Zeng,\u00a0Zehua Jiang,\u00a0Yiming Qin\u00a0&amp;\u00a0Tien Yin Wong<\/p>\n<p class=\"c-article-author-affiliation__address\">King\u2019s Population Health Institute, King\u2019s College London, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Lorainne Tudor Car\u00a0&amp;\u00a0Josip Car<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Lorainne Tudor Car,\u00a0Holger Kunz\u00a0&amp;\u00a0Ana Luisa Neves<\/p>\n<p class=\"c-article-author-affiliation__address\">University of Leicester, Leicester, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Kamlesh Khunti<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Health Policy and Management, Chinese Academy of Medical Sciences &amp; Peking Union Medical College, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yuanli Liu\u00a0&amp;\u00a0Chenyang Pei<\/p>\n<p class=\"c-article-author-affiliation__address\">Heidelberg Institute of Global Health (HIGH), Medical Faculty and University Hospital, Heidelberg University, Heidelberg, Germany<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Till B\u00e4rnighausen\u00a0&amp;\u00a0Chenyang Pei<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Till B\u00e4rnighausen<\/p>\n<p class=\"c-article-author-affiliation__address\">Africa Health Research Institute, Somkhele and Durban, Durban, South Africa<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Till B\u00e4rnighausen<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Public Health and Primary Care, National eHealth Living Lab, Leiden University Medical Center, Leiden, the Netherlands<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Niels H. Chavannes<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute of Ophthalmology, University College London, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pearse A. Keane<\/p>\n<p class=\"c-article-author-affiliation__address\">Moorfields Eye Hospital NHS Foundation Trust, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pearse A. Keane<\/p>\n<p class=\"c-article-author-affiliation__address\">NIHR Moorfields Biomedical Research Centre, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Pearse A. Keane<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute of Health Informatics, University College of London, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Holger Kunz<\/p>\n<p class=\"c-article-author-affiliation__address\">Schwarzman College and School of Public Policy and Management, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Lan Xue<\/p>\n<p class=\"c-article-author-affiliation__address\">Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Joseph J. Y. Sung\u00a0&amp;\u00a0Sabrina Wong<\/p>\n<p class=\"c-article-author-affiliation__address\">Centre for Innovation and Precision Eye Health and Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yih Chung Tham<\/p>\n<p class=\"c-article-author-affiliation__address\">Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yih Chung Tham\u00a0&amp;\u00a0Tien Yin Wong<\/p>\n<p class=\"c-article-author-affiliation__address\">Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yih Chung Tham<\/p>\n<p class=\"c-article-author-affiliation__address\">Springer, Milan, Italy<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Lorenzo Righetto<\/p>\n<p class=\"c-article-author-affiliation__address\">The Lancet Group, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rupa Sarker<\/p>\n<p class=\"c-article-author-affiliation__address\">Jockey Club School of Public Health and Primary Care, Chinese University of Hong Kong, Hong Kong, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Samuel Yeung Shan Wong<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute of Heath Sciences Education, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Donald Boudreau<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Automation, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Qionghai Dai<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute of Brain and Cognitive Sciences, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Qionghai Dai<\/p>\n<p class=\"c-article-author-affiliation__address\">IDG\/McGovern Institute for Brain Research, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Qionghai Dai<\/p>\n<p class=\"c-article-author-affiliation__address\">Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Qionghai Dai<\/p>\n<p class=\"c-article-author-affiliation__address\">State Key Laboratory of Metabolic Dysregulation &amp; Prevention and Treatment of Esophageal Cancer, Shanghai Key Laboratory of Diabetes Mellitus, Department of Endocrinology and Metabolism, Shanghai Diabetes Institute, Shanghai Clinical Center for Diabetes, Shanghai Sixth People\u2019s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Weiping Jia\u00a0&amp;\u00a0Huating Li<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Computer Science and Technology, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yang Liu<\/p>\n<p class=\"c-article-author-affiliation__address\">Institute for AI Industry Research, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yang Liu<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Biomedical Engineering &amp; State Key Laboratory of Advanced Medical Materials and Devices, Shanghai Tech University, Shanghai, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dinggang Shen<\/p>\n<p class=\"c-article-author-affiliation__address\">Shanghai United Imaging Intelligence Company, Shanghai, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dinggang Shen<\/p>\n<p class=\"c-article-author-affiliation__address\">Shanghai Clinical Research and Trial Center, Shanghai, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dinggang Shen<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Jia Liu<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Law, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Weixing Shen<\/p>\n<p class=\"c-article-author-affiliation__address\">Vanke School of Public Health, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">John S. Ji<\/p>\n<p class=\"c-article-author-affiliation__address\">General Practice ACP, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Zhong Wang<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of General Practice, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Zhong Wang\u00a0&amp;\u00a0Zhiyi Wang<\/p>\n<p class=\"c-article-author-affiliation__address\">General Practice Health Laboratory, Beijing Tsinghua Changgung Hospital, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Zhong Wang<\/p>\n<p class=\"c-article-author-affiliation__address\">First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Haibo Wang<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Population Health Science, School of Medicine, Duke University, Durham, NC, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Shenglan Tang<\/p>\n<p class=\"c-article-author-affiliation__address\">Duke Global Health Institute, Duke University, Durham, NC, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Shenglan Tang<\/p>\n<p class=\"c-article-author-affiliation__address\">Global Health Research Center, Duke Kunshan University, Kunshan, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Shenglan Tang<\/p>\n<p class=\"c-article-author-affiliation__address\">SingHealth-Duke-NUS Global Health Institute, Duke-NUS School of Medicine, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Shenglan Tang<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Zihao Zou<\/p>\n<p class=\"c-article-author-affiliation__address\">National Engineering Research Center of Software Engineering, Peking University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yasha Wang<\/p>\n<p class=\"c-article-author-affiliation__address\">Data Science and Technology, MOH Office for Healthcare Transformation, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dinesh Visva Gunasekeran<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Medicine, National University of Singapore, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dinesh Visva Gunasekeran<\/p>\n<p class=\"c-article-author-affiliation__address\">Ophthalmology ACP, Duke-NUS Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dinesh Visva Gunasekeran<\/p>\n<p class=\"c-article-author-affiliation__address\">National Healthcare Group Polyclinics, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Sabrina Wong<\/p>\n<p class=\"c-article-author-affiliation__address\">Acacia Lab for Implementation Science, School of Health Management, Southern Medical University, Guangzhou, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dong Xu<\/p>\n<p class=\"c-article-author-affiliation__address\">Southern Medical University Institute for Global Health, Dermatology Hospital, Southern Medical University, Guangzhou, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dong Xu<\/p>\n<p class=\"c-article-author-affiliation__address\">Center for World Health Organization Studies and Department of Health Management, School of Health Management of Southern Medical University, Guangzhou, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Dong Xu<\/p>\n<p class=\"c-article-author-affiliation__address\">Cedars Sinai Medical Center, Los Angeles, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ryan Urbanowicz<\/p>\n<p class=\"c-article-author-affiliation__address\">Westmead Applied Research Centre, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Liliana Laranjo<\/p>\n<p class=\"c-article-author-affiliation__address\">RISE-Health, MEDCIDS- Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine of the University of Porto, Porto, Portugal<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Ana Luisa Neves<\/p>\n<p class=\"c-article-author-affiliation__address\">Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Nan Liu<\/p>\n<p class=\"c-article-author-affiliation__address\">King\u2019s College London, London, UK<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Yulan He<\/p>\n<p class=\"c-article-author-affiliation__address\">College of Health Sciences, VinUniversity, Hanoi, Vietnam<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Phuoc Van Le<\/p>\n<p class=\"c-article-author-affiliation__address\">School of Medicine, University of California, San Francisco, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Phuoc Van Le<\/p>\n<p class=\"c-article-author-affiliation__address\">Johns Hopkins University School of Medicine, Baltimore, MD, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Neil Bressler<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rifat Atun<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Health Policy and Management, Harvard TH Chan School of Public Health, Boston, MA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rifat Atun<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Rifat Atun<\/p>\n<p class=\"c-article-author-affiliation__address\">Mills-Peninsula Medical Center (Sutter Health), San Mateo, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">David C. Klonoff<\/p>\n<p class=\"c-article-author-affiliation__address\">Shanghai Belt and Road International Joint Laboratory for Intelligent Prevention and Treatment of Metabolic Disorders, Department of Computer Science and Engineering, School of Electronic, Information, and Electrical Engineering, Institute for Proactive Healthcare, Shanghai Jiao Tong University, Department of Endocrinology and Metabolism, Shanghai Sixth People\u2019s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai Diabetes Institute, Shanghai Clinical Center for Diabetes, Shanghai Key Laboratory of Diabetes Mellitus, Shanghai, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Bin Sheng<\/p>\n<p class=\"c-article-author-affiliation__address\">MOE Key Laboratory of AI, School of Electronic, Information, and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Bin Sheng<\/p>\n<p class=\"c-article-author-affiliation__address\">Department of Medicine, Stanford School of Medicine, Stanford, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Nigam Shah<\/p>\n<p class=\"c-article-author-affiliation__address\">Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Nigam Shah<\/p>\n<p class=\"c-article-author-affiliation__address\">Technology and Digital Solutions, Stanford Health Care, Palo Alto, CA, USA<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Nigam Shah<\/p>\n<p class=\"c-article-author-affiliation__address\">Beijing Key Laboratory of Intelligent Diagnostic Technology and Devices for Major Blinding Eye Diseases, Tsinghua Medicine, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tien Yin Wong<\/p>\n<p class=\"c-article-author-affiliation__address\">Beijing Visual Science and Translational Eye Research Institute, Beijing Tsinghua Changgung Hospital Eye Center, Tsinghua Medicine, Tsinghua University, Beijing, China<\/p>\n<p class=\"c-article-author-affiliation__authors-list\">Tien Yin Wong<\/p>\n","protected":false},"excerpt":{"rendered":"School of Clinical Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua Medicine, Tsinghua University, Beijing, China Dian Zeng,\u00a0Zehua Jiang,\u00a0Yiming Qin\u00a0&amp;\u00a0Tien&hellip;\n","protected":false},"author":2,"featured_media":421192,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43],"tags":[3251,5082,5589,3250,102,3248,2960,7925,7924,7926,7927,9625,56,54,55],"class_list":{"0":"post-421191","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-healthcare","8":"tag-biomedicine","9":"tag-cancer-research","10":"tag-epidemiology","11":"tag-general","12":"tag-health","13":"tag-health-policy","14":"tag-healthcare","15":"tag-infectious-diseases","16":"tag-metabolic-diseases","17":"tag-molecular-medicine","18":"tag-neurosciences","19":"tag-outcomes-research","20":"tag-uk","21":"tag-united-kingdom","22":"tag-unitedkingdom"},"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/421191","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/comments?post=421191"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/421191\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media\/421192"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media?parent=421191"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/categories?post=421191"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/tags?post=421191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}