(1)Chulalongkorn University, Therapeutic radiation and oncology, Bangkok, Thailand;(2)The Institute of Statistical Mathematics, 2Department of Statistical Data Science, Tokyo, Japan;(3)Hokkaido University Hospital, Department of Radiation Oncology, Hokkaido, Japan;(4)Hokkaido University Hospital, Department of Medical Physics, Hokkaido, Japan;(5)Hokkaido University, Department of Radiation Oncology, Hokkaido, Japan;(6)Tokyo Women’s Medical University, Department of Radiation Oncology, Tokyo, Japan;(7)Mahidol University, Department of Anatomy, bangkok, Thailand;(8)University of Denver, Department of Business Information and Analytics, Colorado, USA;(9)Hokkaido University, Central Institute of Isotope Science, Hokkaido, Japan;(10)Hokkaido University, Graduate School of Biomedical Science and Engineering, Hokkaido, Japan;(11)Hokkaido University Graduate School of Medicine, Department of Radiation Medical Science and Engineering, Hokkaido, Japan;

¹Lausanne University Hospital , Radiation Oncology, Lausanne, Switzerland; ²Lausanne University Hospital , Urology, Lausanne, Switzerland; ³Lausanne University Hospital , Oncology, Lausanne, Switzerland; ⁴Lausanne University Hospital , Radiology and Interventional Radiology, Lausanne , Switzerland; ⁵Lausanne University Hospital , Radiation Oncology, Lausanne , Switzerland; ⁶Lausanne University Hospital , Center for Experimental Therapeutics, Lausanne , Switzerland

¹University Hospitals Leuven, Laboratory of Experimental Radiotherapy, Leuven, Belgium; ²KU Leuven, Processing Speech and Images (PSI), Leuven, Belgium

(1)University of Alberta, Oncology, Edmonton, Canada;(2)University of Alberta, Cell Biology, Edmonton, Canada;

¹Therapanacea, Artificial Intelligence, Paris, France; ²Gustave Roussy Cancer Campus, Université Paris Saclay, Molecular radiotherapy and innovative therapeutics, INSERM UMR1030, Villejuif, France; ³Gustave Roussy Cancer Campus, Department of radiation oncology, Villejuif, France; ⁴Therapanacea, Research & Partnerships, Paris, France; ⁵Centre des Hautes Energies, Department of radiation oncology, Nice, France; ⁶Centre Paul Strauss, Department of radiation oncology, Strasbourg, France; ⁷Therapanacea, CEO, Paris, France; ⁸CentraleSupelec, University of Paris Saclay, Center for visual computing, Gif-sur-Yvette, France

¹University of Glasgow, Institute of Cancer Sciences, Glasgow, United Kingdom; ²University of Glasgow, Institute of Infection, Immunity and Inflammation, Glasgow, United Kingdom; ³University of Glasgow, School of Veterinary Medicine, Glasgow, United Kingdom; ⁴University of Glasgow, Cancer Research UK Beatson Institute , Glasgow, United Kingdom