{"id":"W4414343118","doi":"10.1007/978-3-032-05162-2","title":"Medical Image Computing and Computer Assisted Intervention – MICCAI 2025","year":2025,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Radiomics and Machine Learning in Medical Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Erasmus Universitair Medisch Centrum Rotterdam; University of North Carolina at Greensboro; University of Colorado Denver; University of Texas MD Anderson Cancer Center; University of California, Los Angeles; Helmholtz Artificial Intelligence Cooperation Unit; Stony Brook University; ShanghaiTech University; Johns Hopkins University; Harbin Institute of Technology; Universität Innsbruck; University of Science and Technology of China; Shenzhen University; Universidade do Minho; Julius-Maximilians-Universität Würzburg; National University of Singapore; Zayed University; Rheinische Friedrich-Wilhelms-Universität Bonn; Peking University; Monash University; Universitat Rovira i Virgili; Indian Institute of Technology Delhi; Uniwersytet Warszawski; Hokkaido University; Institute of Computing Technology, Chinese Academy of Sciences; Nanjing University of Science and Technology; Korea University Anam Hospital; Cleveland Clinic; Shanghai Jiao Tong University; Siemens Healthineers; Università degli Studi di Messina; Zhejiang University; Kungliga Tekniska Högskolan; Tongji University; Hebrew University of Jerusalem; Huazhong University of Science and Technology; Eidgenössische Technische Hochschule Zürich; McMaster University; Technische Universiteit Eindhoven; RIKEN; Concordia University; Chalmers Tekniska Högskola; National Institutes of Health; Anhui University; Indian Institute of Technology Jodhpur; Technische Universität München; Kyung Hee University; University of Exeter; Chinese Academy of Sciences; Shandong University; Nanyang Technological University; University of Electronic Science and Technology of China; Université de Lausanne; Boston College; University of Westminster; University of Leeds; University of Oxford; Medizinische Universität Innsbruck; Imperial College London; King's College London; Northwestern University; Rensselaer Polytechnic Institute; University of North Carolina at Chapel Hill; Politecnico di Torino; University of Twente; Beihang University; Intuitive Surgical; University of Cape Town; Massachusetts General Hospital; University College London; University of Notre Dame; Polytechnique Montréal; Heriot-Watt University; Norges Teknisk-Naturvitenskapelige Universitet; Karolinska Institutet; Yale University; Weill Cornell Medical College; University of Pennsylvania; Xiamen University; Univerza v Ljubljani; Universitätsspital Basel; Vanderbilt University; Fudan University; Tencent; Université de Sfax; University of Bern; Daegu Gyeongbuk Institute of Science and Technology; Korea University; Northwestern Polytechnical University; Children's National Hospital; Harvard University; Deutsches Krebsforschungszentrum; Beijing Institute of Technology; Agency for Science, Technology and Research; East China Normal University; Gachon University; Université de Strasbourg; Universidad de Zaragoza; Robarts Research Institute; Eberhard Karls Universität Tübingen; Memorial Sloan-Kettering Cancer Center; Universidade de Coimbra; University of Texas at Arlington; Yonsei University; Rowan University; Nanjing University; Oulun Yliopisto; Pohang University of Science and Technology; Nile University; South China University of Technology","keywords":"Intervention (counseling); Image (mathematics); Image processing; Computer Applications; Medical imaging","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009944683,0.00168145,0.001004565,0.002778192,0.0004535267,0.00223658,0.001182896,0.001114368,0.05928337],"category_scores_gemma":[0.001645941,0.000621008,0.0006321827,0.002584082,0.0006690367,0.001979968,0.001796394,0.002545655,0.03679132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008718491,"about_ca_system_score_gemma":0.001085822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354147,"about_ca_topic_score_gemma":0.003350161,"domain_scores_codex":[0.9992794,0.00006435989,0.00003811714,0.0001456403,0.0004305134,0.00004198439],"domain_scores_gemma":[0.9991697,0.0001613335,0.000038091,0.0001183196,0.0003710174,0.000141532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004652651,0.00002747697,0.00008455047,0.0003082957,0.00002778673,0.00003237315,0.00001828797,0.002404657,0.002418423,0.01901029,0.4510077,0.5246136],"study_design_scores_gemma":[0.000007813466,0.00005860593,0.001127737,0.0001795789,0.00001922146,0.0004724798,0.00001279793,0.01476841,0.002947918,0.01404141,0.9663305,0.00003350669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003605217,0.1315715,0.252252,0.006330517,0.03434243,0.0003297158,0.002488537,0.004743778,0.5643362],"genre_scores_gemma":[0.01934386,0.05032204,0.09863964,0.001060442,0.009680836,0.0002273463,0.003295792,0.002050327,0.8153798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05928337,"threshold_uncertainty_score":0.1983227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008348370353227082,"score_gpt":0.3089064116788334,"score_spread":0.3005580413256063,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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