Evaluating an AI-driven Triaging Workflow for MRI-based Clinically Significant Prostate Cancer Diagnosis: A Simulation Study
Year: 2026
Type: article
Abstract: A simulated artificial intelligence–driven triaging workflow for clinically significant prostate cancer diagnosis at MRI triaged 49% of examinations, improving specificity while maintaining radiologist-level sensitivity.
Source: Radiology Imaging Cancer
DOI: 10.1148/rycan.250461
Authors: Jasper J. Twilt, Anindo Saha, Joeran S. Bosma, Gianluca Giannarini, Anwar R. Padhani, Derya Yakar, Mattijs Elschot, Jeroen Veltman, Jurgen Fütterer, Henkjan Huisman, Maarten de Rooij, Anindo Saha, Joeran S. Bosma, Jasper J. Twilt, Bram van Ginneken, Constant R. Noordman, Ivan Slootweg, Christian Roest, Stefan J. Fransen, Mohammed R. S. Sunoqrot, Tone F. Bathen, Dennis Rouw, Jos Immerzeel, Jeroen Geerdink, Chris van Run, Miriam Groeneveld, James Meakin, Derya Yakar, Mattijs Elschot, Jeroen Veltman, Jurgen J. Fütterer, Maarten de Rooij, Henkjan Huisman, Anders Bjartell, Anwar R. Padhani, David Bonekamp, Geert Villeirs, Georg Salomon, Gianluca Giannarini, Henkjan Huisman, Jayashree Kalpathy-Cramer, Jelle Barentsz, Klaus H. Maier-Hein, Mattijs Elschot, Mirabela Rusu, Nancy A. Obuchowski, Olivier Rouviere, Roderick van den Bergh, Valeria Panebianco, Veeru Kasivisvanathan, Ahmet Karagöz, Alexandre Bône, Alexandre Routier, Arnaud Marcoux, Clément Abi-Nader, Cynthia Xinran Li, Dagan Feng, Deniz Alis, Ercan Karaarslan, Euijoon Ahn, François Nicolas, Geoffrey A. Sonn, Indrani Bhattacharya, Jinman Kim, Jun Shi, Hassan Jahanandish, Hong An, Hongyu Kan, Ilkay Oksuz, Liang Qiao, Marc-Michel Rohé, Mert Yergin, Mirabela Rusu, Mohamed Khadra, Mustafa Ege Şeker, Mustafa Said Kartal, Noëlie Debs, Richard E. Fan, Sara Saunders, Simon John Christoph Soerensen, Stefania Moroianu, Sulaiman Vesal, Yuan Yuan, Afsoun Malakoti-Fard, Agnė Mačiūnien, Akira Kawashima, Ana M. M. de M. G. de Sousa Machadov, Ana Sofia L. Moreira, Andrea Ponsiglione, Annelies Rappaport, Arnaldo Stanzione, Arturas Ciuvasovas, Baris Turkbey, Bart De Keyzer, Bodil G. Pedersen, Bram Eijlers, Christine Chen, Ciabattoni Riccardo, Deniz Alis, Ewout F.W. Courrech Staal, Fredrik Jäderling, Fredrik Langkilde, Giacomo Aringhieri, Giorgio Brembilla, Hannah Son, Hans Vanderlelij, Henricus P. J. (Frank) Raat, Ingrida Pikūnienė, Iva Macova, Ivo Schoots, Iztok Caglic, Jeries P. Zawaideh, Jonas Wallström, Leonardo K. Bittencourt, Misbah Khurram, Moon Hyung Choi, Naoki Takahashi, Nelly Tan, Olivier Rouvière, Paolo NiccolÒ Franco, Patricia A. Gutierrez, Per Erik Thimansson, Petr Hanus, Philippe Puech, Philipp R. Rau, Pieter De Visschere, Ramette Guillaume, Renato Cuocolo, Ricardo O. Falcão, Rogier S. A. van Stiphout, Rossano Girometti, Ruta Briediene, Rūta Grigienė, Samuel Gitau, Samuel Withey, Sangeet Ghai, Tobias Penzkofer, Tristan Barrett, Valeria Panebianco, Varaha Sai Tammisetti, Vibeke B. Løgager, Vladimír Černý, Wulphert Venderink, Yan Mee Law, Young Joon Lee
Institutions: Radboud University Nijmegen, Radboud University Medical Center, Ospedale Santa Maria della Misericordia di Udine, Mount Vernon Cancer Centre, University Medical Center Groningen, The Netherlands Cancer Institute, Norwegian University of Science and Technology, St Olav's University Hospital, Ziekenhuis Groep Twente, University of Twente
Language: English
Subfield: Pulmonary and Respiratory Medicine
Field: Medicine
Domain: Health Sciences
Open Access status: diamond
Funders: Health~Holland, European Commission
OpenAlex ID: W7153271815