{"id":"W4386938613","doi":"10.1007/978-3-031-44198-1","title":"Artificial Neural Networks and Machine Learning – ICANN 2023","year":2023,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of North Carolina Wilmington; Télécom Paris; Universidad Autónoma de Tamaulipas; Shanghai University of Electric Power; Université de Franche-Comté; Universitat Politècnica de Catalunya; Hefei University of Technology; Southern University of Science and Technology; Hefei University; University of Moratuwa; Istituto Italiano di Tecnologia; Handong Global University; Harokopio University; Mount Kenya University; Universidade do Minho; Rheinische Friedrich-Wilhelms-Universität Bonn; Nanjing University; Soochow University; Istanbul Teknik Üniversitesi; University of Tsukuba; Aristotle University of Thessaloniki; Università Cattolica del Sacro Cuore; Universität Hamburg; University of Electronic Science and Technology of China; Universitetet i Oslo; Leibniz-Gemeinschaft; Nanjing University of Science and Technology; Shanghai Jiao Tong University; Akademie Věd České Republiky; Technische Universität Berlin; University of Bristol; Université de Strasbourg; National and Kapodistrian University of Athens; Chinese Academy of Sciences; York University; University of Brighton; Universiteit Leiden; Eberhard Karls Universität Tübingen; Iowa State University; Ulster University; Arizona State University; Technische Universiteit Eindhoven; University of the West of England; Shenzhen University; University of Leicester; Northwestern University; Hamad Bin Khalifa University; Universitat Jaume I; Tongji University; Politechnika Poznańska; Baidu; Université du Littoral Côte d'Opale; Khalifa University of Science, Technology and Research; Univerzita Komenského v Bratislave; Friedrich-Schiller-Universität Jena; University of Cyprus; Università degli Studi di Siena; Deutsches Forschungszentrum für Künstliche Intelligenz; Central South University; Kyungpook National University; KU Leuven; Nanjing Normal University; University of Nevada, Reno; University of Southern California; University of Essex; Northwestern Polytechnical University; King's College London; Eidgenössisches Nuklearsicherheitsinspektorat; České Vysoké Učení Technické v Praze; Acadia University; University of Dundee; Université de Bordeaux; Northwest Normal University; Ritsumeikan University; Baylor University; Guilin University of Electronic Technology","keywords":"Computer science; Artificial neural network; Artificial intelligence; Machine learning","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":[0.0003269201,0.001309278,0.0009464875,0.001475989,0.0002986783,0.001601749,0.0006760216,0.001273172,0.03865356],"category_scores_gemma":[0.000877159,0.0005506048,0.0004755949,0.002684679,0.0005519928,0.002060574,0.0007343222,0.001770354,0.03333108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005257758,"about_ca_system_score_gemma":0.0004670388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140766,"about_ca_topic_score_gemma":0.002558827,"domain_scores_codex":[0.999781,0.00002466556,0.00001390837,0.00003949391,0.000129509,0.00001144366],"domain_scores_gemma":[0.9996727,0.000137207,0.00002005446,0.00003735759,0.0001107675,0.00002210259],"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":[0.00005779659,0.00004968271,0.0001313056,0.0005528721,0.00004670541,0.00008284066,0.00002539399,0.009428366,0.002985055,0.04229933,0.3201734,0.6241673],"study_design_scores_gemma":[0.000008480823,0.00006442331,0.0008448344,0.0003587111,0.00003486677,0.0006640402,0.00002112273,0.04061478,0.002593767,0.05836157,0.8963865,0.00004689856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002170637,0.1959562,0.3003657,0.003876652,0.02144815,0.0001158386,0.001183768,0.002420131,0.4724628],"genre_scores_gemma":[0.01399024,0.07862879,0.0817089,0.001270043,0.006610877,0.0001105148,0.001475171,0.001145931,0.8150595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03865356,"threshold_uncertainty_score":0.129309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254988897344627,"score_gpt":0.27861200520875,"score_spread":0.2531131154742873,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). 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