npj Digital Medicine

作者Lucas Zimmer; Jonas Weidner; Michal Balcerak; Florian Kofler; Mara Krupa; Ivan Ezhov; Santiago Cepeda; Ray Zirui Zhang; John S. Lowengrub; Bjoern Menze; Benedikt Wiestler

作者单位1. AI for Image-Guided Diagnosis and Therapy, Technical University of Munich, Munich, Germany; 2. Munich Center for Machine Learning (MCML), Munich, Germany; 3. Department of Quantitative Biomedicine, University of Zurich, Zurich, Switzerland; 4. Helmholtz AI, Helmholtz Zentrum München, Munich, Germany; 5. Hertie Institute for AI in Brain Health, University of Tübingen, Tübingen, Germany; 6. AI in Healthcare and Medicine, Technical University of Munich, Munich, Germany; 7. Department of Neurosurgery, Río Hortega University Hospital, Valladolid, Spain; 8. Specialized Group in Biomedical Imaging and Computational Analysis (GEIBAC), Instituto de Investigación Biosanitaria de Valladolid (IBioVALL), Valladolid, Spain; 9. Department of Mathematical Sciences, Worcester Polytechnic Institute, Worcester, USA; 10. Department of Mathematics, University of California, Irvine, USA; 11. Department of Biomedical Engineering, University of California, Irvine, USA

作者Zichen Ye; Yue Chen; Xuefeng Huang; Manman Chen; Wanzhou Wang; He Zhu; Keyu Han; Jiahui Wang; Qu Lu; Yuankai Zhao; Yimin Qu; Guanghan Gao; Yu Jiang

作者单位1. School of Health Policy and Management, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; 2. Division of cancer epidemiology, German cancer research center. Im Neuenheimer Feld 581, Heidelberg, Germany; 3. School of Population Medicine and Public Health, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, China; 4. Institute of Medical Technology, Peking University Health Science Center, Beijing, China; 5. National Institute of Health Data Science at Peking University, Beijing, China; 6. Center for Digital Health and Artificial Intelligence, Peking University First Hospital, Beijing, China; 7. Department of Orthopedics, Beijing Luhe Hospital, Capital Medical University, Beijing, China

作者Lasse Cirkel; Johannes Knitza; Volker Schillings; Alexander Oksche; Jan Carl Becker; Sebastian Kuhn

作者单位1. Marburg University, Institute for Digital Medicine, Marburg, Germany; 2. Marburg University, Institute of Artificial Intelligence in Medicine, Marburg, Germany; 3. German Institute for State Examinations in Medicine, Pharmacy, Dentistry and Psychotherapy (IMPP), Mainz, Germany; 4. Justus Liebig University Giessen, Rudolf-Buchheim-Institute of Pharmacology, Giessen, Germany

作者Quan Zhang; Yuanyuan Fu

作者单位1. Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaiʻi, Honolulu, USA; 2. Department of Economics, College of Social Sciences, and University of Hawaiʻi Economic Research Organization (UHERO), University of Hawaiʻi, Honolulu, USA; 3. Cancer Biology Program, University of Hawaiʻi Cancer Center, Honolulu, USA; 4. Medical AI Core, Pacific Center for Artificial Intelligence and Data Science in Medicine, University of Hawaiʻi at Manoa, Honolulu, USA

作者Nicholas Peoples; Ken Milne; Bing Luo; Lijing L. Yan

作者单位1. Department of Emergency Medicine, Massachusetts General Hospital and Brigham and Women’s Hospital, Boston, USA; 2. Centre for Evidence-Based Medicine, University of Oxford, Oxford, UK; 3. Department of Medicine, Western University, London, Canada; 4. Digital Innovation Research Center, Duke Kunshan University, Kunshan, China; 5. Global Health Research Center, Duke Kunshan University, Kunshan, China; 6. Global Health Research Center, Duke University, Durham, USA

作者Alexander Diel; John Torous; Pim Cuijpers; Jens Kleesiek; Felix Nensa; Niels Weber; Franziska Faust; Tania Josan Lalgi; Finley Sam Mellis; Martin Teufel; Alexander Bäuerle

作者单位1. Clinic for Psychosomatic Medicine and Psychotherapy, LVR-University Hospital Essen, University of Duisburg-Essen, Essen, Germany; 2. Center for Translational Neuro- and Behavioral Sciences, University of Duisburg-Essen, Essen, Germany; 3. Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, USA; 4. Department of Clinical, Neuro and Developmental Psychology, Amsterdam Public Health Research Institute, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; 5. Babeș-Bolyai University, International Institute for Psychotherapy, Cluj-Napoca, Romania; 6. Institute for AI in Medicine (IKIM), University Hospital Essen, Essen, Germany

作者Yinghao Zhu; Zixiang Wang; Yifan Qi; Lei Gu; Dehao Sui; Haoran Hu; Xichen Zhang; Ziyi He; Yasha Wang; Junjun He; Liantao Ma; Lequan Yu

作者单位1. National Engineering Research Center of Software Engineering, Peking University, Beijing, China; 2. School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China; 3. Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China; 4. Key Laboratory of High Confidence Software Technologies, Ministry of Education, Peking University, Beijing, China; 5. Shanghai Artificial Intelligence Laboratory, Shanghai, China

作者David C. Klonoff; Agatha F. Scheideman; Mandy M. Shao; Juan Espinoza

作者单位1. Sutter Health Research Institute, Emeryville, USA; 2. Department of Diabetes & Endocrinology, Sutter Health Mills-Peninsula Medical Center, San Mateo, USA; 3. Diabetes Technology Society, Burlingame, USA; 4. Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, USA

作者Derna Stifini; Andrea Della Penna; André L. Mihaljevic; Michael Bitzer; Carsten Eickhoff; Ivan Capobianco

作者单位1. Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Tübingen, Germany; 2. Department of Internal Medicine I, University Hospital Tübingen, Tübingen, Germany; 3. Center for Digital Health, University Hospital Tübingen, Tübingen, Germany

作者David A. Shaywitz; Nathan D. Price; Daniel K. Sodickson

作者单位1. Department of Biomedical Informatics, Harvard Medical School, Boston, USA; 2. Buck Institute for Research on Aging, Novato, USA; 3. Thorne HealthTech, New York, USA; 4. Center for Advanced Imaging Innovation and Research (CAI2R), Department of Radiology, New York University Grossman School of Medicine, New York, USA; 5. Function Health, Austin, USA