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Prediction of the treatment outcome using machine learning with FDG-PET image-based multiparametric approach in patients with oral cavity squamous cell carcinoma
Affiliation:1. Department of Radiology, Boston Medical Center, Boston University School of Medicine, USA;2. Research Center for Cooperative Projects, Hokkaido University Graduate School of Medicine, Japan;3. Department of Otolaryngology – Head and Neck Surgery, Boston Medical Center, Boston University School of Medicine, USA;4. Department of Oral & Maxillofacial Surgery, Boston Medical Center, Boston University Henry M. Goldman School of Dental Medicine, USA;5. Department of Radiation Oncology, Boston Medical Center, Boston University School of Medicine, USA;1. Collaborative Innovation Center of Radiological Medicine of Jiangsu Higher Education Institutions; School of Radiation Medicine and Protection, Medical College of Soochow University; School for Radiological and Interdisciplinary Sciences (RAD-X), Soochow University, Suzhou, Jiangsu, 215123, China;2. Department of Radiology, The Second Affiliated Hospital of Soochow University, Suzhou, Jiangsu, 215004, China;3. Mary Mackillop Institute for Health Research, Australian Catholic University, Melbourne, Australia;4. Florey Institute of Neuroscience and Mental Health, University of Melbourne, Melbourne, Australia;5. Department of Imaging and Interventional Radiology, Prince of Wales Hospital, The Chinese University of Hong Kong, Shatin, NT, Hong Kong Special Administrative Region, China;6. Department of Radiation Physics, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, 310022, China;7. Vanderbilt University Institute of Imaging Science, 1161 21st Avenue South, MCN AA-1105, Nashville, TN, 37232-2310, USA;1. Division of Maternal–Fetal Medicine, Department of Obstetrics and Gynecology, North Shore University Hospital, Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY, USA;2. Division of Vascular and Interventional Radiology, Department of Radiology, North Shore University Hospital, Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY, USA;1. Great Ormond Street Hospital for Children NHS Foundation Trust, London, WC1N 3JH, UK;2. NIHR UCL GOS Institute for Child Health Biomedical Research Centre, London, UK;3. Birmingham Women''s & Children''s NHS Foundation Trust, Birmingham, UK;4. Nottingham Children''s Hospital, Nottingham, UK;1. Department of Radiology, Ajou University School of Medicine, Suwon, Republic of Korea;2. Department of Pathology, Ajou University School of Medicine, Suwon, Republic of Korea;3. Department of Nuclear Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea;4. Department of Nuclear Medicine, Ajou University School of Medicine, Suwon, Republic of Korea
Abstract:
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