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PRIMARY-AI: outcomes-based standards to safeguard primary care in the AI era
HHealthcare

PRIMARY-AI: outcomes-based standards to safeguard primary care in the AI era

  • February 12, 2026
  • School of Clinical Medicine, Beijing Tsinghua Changgung Hospital, Tsinghua Medicine, Tsinghua University, Beijing, China

    Dian Zeng, Zehua Jiang, Yiming Qin & Tien Yin Wong

  • King’s Population Health Institute, King’s College London, London, UK

    Lorainne Tudor Car & Josip Car

  • Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, UK

    Lorainne Tudor Car, Holger Kunz & Ana Luisa Neves

  • University of Leicester, Leicester, UK

    Kamlesh Khunti

  • School of Health Policy and Management, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China

    Yuanli Liu & Chenyang Pei

  • Heidelberg Institute of Global Health (HIGH), Medical Faculty and University Hospital, Heidelberg University, Heidelberg, Germany

    Till Bärnighausen & Chenyang Pei

  • Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Harvard University, Boston, USA

    Till Bärnighausen

  • Africa Health Research Institute, Somkhele and Durban, Durban, South Africa

    Till Bärnighausen

  • Department of Public Health and Primary Care, National eHealth Living Lab, Leiden University Medical Center, Leiden, the Netherlands

    Niels H. Chavannes

  • Institute of Ophthalmology, University College London, London, UK

    Pearse A. Keane

  • Moorfields Eye Hospital NHS Foundation Trust, London, UK

    Pearse A. Keane

  • NIHR Moorfields Biomedical Research Centre, London, UK

    Pearse A. Keane

  • Institute of Health Informatics, University College of London, London, UK

    Holger Kunz

  • Schwarzman College and School of Public Policy and Management, Tsinghua University, Beijing, China

    Lan Xue

  • Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore

    Joseph J. Y. Sung & Sabrina Wong

  • Centre for Innovation and Precision Eye Health and Department of Ophthalmology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore

    Yih Chung Tham

  • Singapore Eye Research Institute, Singapore National Eye Center, Singapore, Singapore

    Yih Chung Tham & Tien Yin Wong

  • Ophthalmology and Visual Sciences Academic Clinical Program, Duke-NUS Medical School, Singapore, Singapore

    Yih Chung Tham

  • Springer, Milan, Italy

    Lorenzo Righetto

  • The Lancet Group, London, UK

    Rupa Sarker

  • Jockey Club School of Public Health and Primary Care, Chinese University of Hong Kong, Hong Kong, China

    Samuel Yeung Shan Wong

  • Institute of Heath Sciences Education, Faculty of Medicine and Health Sciences, McGill University, Montreal, Canada

    Donald Boudreau

  • Department of Automation, Tsinghua University, Beijing, China

    Qionghai Dai

  • Institute of Brain and Cognitive Sciences, Tsinghua University, Beijing, China

    Qionghai Dai

  • IDG/McGovern Institute for Brain Research, Tsinghua University, Beijing, China

    Qionghai Dai

  • Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China

    Qionghai Dai

  • State Key Laboratory of Metabolic Dysregulation & 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’s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China

    Weiping Jia & Huating Li

  • Department of Computer Science and Technology, Tsinghua University, Beijing, China

    Yang Liu

  • Institute for AI Industry Research, Tsinghua University, Beijing, China

    Yang Liu

  • School of Biomedical Engineering & State Key Laboratory of Advanced Medical Materials and Devices, Shanghai Tech University, Shanghai, China

    Dinggang Shen

  • Shanghai United Imaging Intelligence Company, Shanghai, China

    Dinggang Shen

  • Shanghai Clinical Research and Trial Center, Shanghai, China

    Dinggang Shen

  • Department of Psychological and Cognitive Sciences, Tsinghua University, Beijing, China

    Jia Liu

  • School of Law, Tsinghua University, Beijing, China

    Weixing Shen

  • Vanke School of Public Health, Tsinghua University, Beijing, China

    John S. Ji

  • General Practice ACP, Tsinghua University, Beijing, China

    Zhong Wang

  • Department of General Practice, Beijing Tsinghua Changgung Hospital, School of Clinical Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China

    Zhong Wang & Zhiyi Wang

  • General Practice Health Laboratory, Beijing Tsinghua Changgung Hospital, Beijing, China

    Zhong Wang

  • First Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China

    Haibo Wang

  • Department of Population Health Science, School of Medicine, Duke University, Durham, NC, USA

    Shenglan Tang

  • Duke Global Health Institute, Duke University, Durham, NC, USA

    Shenglan Tang

  • Global Health Research Center, Duke Kunshan University, Kunshan, China

    Shenglan Tang

  • SingHealth-Duke-NUS Global Health Institute, Duke-NUS School of Medicine, Singapore, Singapore

    Shenglan Tang

  • School of Medicine, Tsinghua Medicine, Tsinghua University, Beijing, China

    Zihao Zou

  • National Engineering Research Center of Software Engineering, Peking University, Beijing, China

    Yasha Wang

  • Data Science and Technology, MOH Office for Healthcare Transformation, Singapore, Singapore

    Dinesh Visva Gunasekeran

  • School of Medicine, National University of Singapore, Singapore, Singapore

    Dinesh Visva Gunasekeran

  • Ophthalmology ACP, Duke-NUS Medical School, Singapore, Singapore

    Dinesh Visva Gunasekeran

  • National Healthcare Group Polyclinics, Singapore, Singapore

    Sabrina Wong

  • Acacia Lab for Implementation Science, School of Health Management, Southern Medical University, Guangzhou, China

    Dong Xu

  • Southern Medical University Institute for Global Health, Dermatology Hospital, Southern Medical University, Guangzhou, China

    Dong Xu

  • Center for World Health Organization Studies and Department of Health Management, School of Health Management of Southern Medical University, Guangzhou, China

    Dong Xu

  • Cedars Sinai Medical Center, Los Angeles, CA, USA

    Ryan Urbanowicz

  • Westmead Applied Research Centre, Sydney Medical School, The University of Sydney, Sydney, New South Wales, Australia

    Liliana Laranjo

  • RISE-Health, MEDCIDS- Department of Community Medicine, Information and Health Decision Sciences, Faculty of Medicine of the University of Porto, Porto, Portugal

    Ana Luisa Neves

  • Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Singapore

    Nan Liu

  • King’s College London, London, UK

    Yulan He

  • College of Health Sciences, VinUniversity, Hanoi, Vietnam

    Phuoc Van Le

  • School of Medicine, University of California, San Francisco, CA, USA

    Phuoc Van Le

  • Johns Hopkins University School of Medicine, Baltimore, MD, USA

    Neil Bressler

  • Department of Global Health and Population, Harvard TH Chan School of Public Health, Boston, MA, USA

    Rifat Atun

  • Department of Health Policy and Management, Harvard TH Chan School of Public Health, Boston, MA, USA

    Rifat Atun

  • Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA

    Rifat Atun

  • Mills-Peninsula Medical Center (Sutter Health), San Mateo, CA, USA

    David C. Klonoff

  • 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’s 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

    Bin Sheng

  • MOE Key Laboratory of AI, School of Electronic, Information, and Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China

    Bin Sheng

  • Department of Medicine, Stanford School of Medicine, Stanford, CA, USA

    Nigam Shah

  • Clinical Excellence Research Center, Stanford School of Medicine, Stanford, CA, USA

    Nigam Shah

  • Technology and Digital Solutions, Stanford Health Care, Palo Alto, CA, USA

    Nigam Shah

  • Beijing Key Laboratory of Intelligent Diagnostic Technology and Devices for Major Blinding Eye Diseases, Tsinghua Medicine, Tsinghua University, Beijing, China

    Tien Yin Wong

  • Beijing Visual Science and Translational Eye Research Institute, Beijing Tsinghua Changgung Hospital Eye Center, Tsinghua Medicine, Tsinghua University, Beijing, China

    Tien Yin Wong

    • Tags:
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