Benchmarking of AI and Radiologists for Indeterminate Lung Nodule Malignancy Risk Estimation at Screening CT: The LUNA25 Challenge
Stephen Lam, Erik H.F.M. van der Heijden, Cornelia Schaefer‐Prokop, Adrián Gaser, Anna Rita Larici, Mario Silva, Geertruida H. de Bock, Ernst T. Scholten, Marjolein A. Heuvelmans, Mathias Prokop, Firdaus A. A. Mohamed Hoesein, Rozemarijn Vliegenthart, Geert Litjens, Annemiek Snoeckx, Thomas Buddenkotte, Ugo Pastorino, Chunqi Wang, Colin Jacobs, Bartjan de Hoop, Zaigham Saghir, Noa J.C. Antonissen, Dré Peeters, Bogdan Obreja, Hester Gietema, F Gleeson, Noa Antonissen, Mario Silva, Geertruida H. de Bock, Chris van Run, Anne Mickan, Miriam Groeneveld, Harm van Zeeland, James Meakin, Mathias Prokop, Rozemarijn Vliegenthart, Fergus Gleeson, Cornelia Schaefer-Prokop, Ernst Scholten, Firdaus Mohamed Hoesein, Erik H.F.M. van der Heijden, Stephen Lam, Marjolein A. Heuvelmans, Geert Litjens, Lidia Barberio, Constantin Calotescu, Shin So, WonYong CHO, Jungmin Kim, Jeong-Rae Kim, Zhengrong Yi, Li Tianhang, Adaobi Emegoakor, Agnieszka Bartoszczyk, Ai-Lee Chang, Alessandra Farchione, Alexia Farrugia, Ana Luisa Amado da Costa, Anand Devaraj, Ανδρέας Καρατζάς, Anna Jöbstl, Anna Luger, Anne Beeskow, Annemarieke Bartels‐Rutten, Annemilia del Ciello, Antonios Chatzintounas, Arif Abdul Majeed, Bart De Keyzer, Benedikt Heidinger, Carola Brussaard, Cecilia Strappa, Chinasa Kalaiwo, Christina Kalogeropoulou, Clara Valsecchi, David C Rotzinger, Dumitrița Nuțu, Elyn Van Snick, Emily Hughes, Esther Pompe, Eva Castañer, Fabian Louagé, Fleur van Raamt, G. Sgourdos, Gianluca Milanese, Giorgina Dalpiaz, Giuseppe Cicchetti, Guida Matos-Ferreira, Ignazio Friscia, Igor Požek, Ilyès Benlala, Jacopo Pozzi, Jan-Kees van Rooden
An artificial intelligence system outperformed radiologists in malignancy risk estimation of indeterminate lung nodules on baseline CT scans from three European trials, demonstrating its potential as a radiologist decision-support tool.