abstract

AI in Radiological Imaging of Soft-Tissue and Bone Tumours: A Systematic Review Evaluating Against CLAIM and FUTURE-AI Guidelines
Douwe J. Spaanderman, Matthew Marzetti, Xinyi Wan, Andrew F. Scarsbrook, Philip Robinson, Edwin H. G. Oei, Jacob J. Visser, Robert Hemke, Kirsten van Langevelde, David F. Hanff, Geert J. L. H. van Leenders, Cornelis Verhoef, Dirk J. Grünhagen, Wiro J. Niessen, Stefan Klein, M. P. A. Starmans
Last updated on Jan 5, 2026
Early health technology assessment for an artificial intelligence tool to detect incidental pulmonary embolisms on computed tomography
E. H. M. Kemper, K. Redekop, F. Vos, M. IJzerman, M. P. A. Starmans, J. J. Visser
Last updated on Jan 5, 2026
Evaluating IVIM and ADC Parameters to Differentiate Benign and Malignant Soft-Tissue Lesions
Matthew Marzetti, Philip Robinson, Leanne Maguire, Peter Duce, Stefan Klein, Martijn P. A. Starmans, Andrew Scarsbrook, David Buckley
Last updated on Jan 5, 2026
Multi-Center External Validation of an Automated Method Segmenting and Differentiating Atypical Lipomatous Tumors from Lipomas Using Radiomics and Deep-Learning on MRI
D. J. Spaanderman, S. N. Hakkesteegt, D. F. Hanff, C. Messiou, L. Nardo, D. J. Grunhagen, C. Verhoef, M. P. A. Starmans, S. Klein
Last updated on Jan 5, 2026
Predicting Failure of Active Surveillance in Desmoid-Type Fibromatosis Using Radiomics: An International Multi-Center Study
Stefanie N. Hakkesteegt, Douwe J. J. Spaanderman, Chiara Colombo, Anne R. W. W. Schut, Andrea Vanzulli, Francesco Barretta, Carlo Morosi, Marco Fiore, Peter C. Ferguson, Harini Suraweera, Anthony M. Griffin, Lawrence M. White, Joel Shapiro, Danchen Ge, Dirk J. J. Grünhagen, Arno J. van Leenders, David Hanff, Jan Jaap J. Visser, Wiro J. Niessen, Stefan Klein, Rebecca Gladdy, Alessandro Gronchi, Martijn P. A. Starmans, Cornelis Verhoef
The liver artificial intelligence (LAI) consortium: a benchmark dataset and optimised machine learning methods for MRI-based diagnosis of solid-appearing liver lesions
Ruben Niemantsverdriet, Frederik Hartmann, Mara Veenstra, Michail Doukas, Roy Dwarkasing, Valerie Vilgrain, Maxime Ronot, Bachir Taouli, Razvan Miclea, Giuseppe Brancatelli, Maria Antonietta Bali, Jip Prince, Robbert de Haas, Vincent de Meijer, Otto van Delden, Joris Erdmann, Numan Kutaiba, Maciej Bobowicz, Lorenzo Faggioni, Karim Lekadir, Kathryn Fowler, Fredrik Illerstam, Stefan Klein, Martijn P. A. Starmans, Maarten G. Thomeer, LAI Consortium
Last updated on Jan 5, 2026
The Liver Artificial Intelligence (LAI) Consortium: A Benchmark Dataset and Optimised Machine Learning Methods for MRI-based Diagnosis of Solid-appearing Liver Lesions
F. Hartmann, R. Niemantsverdriet, M. Veenstra, M. Doukas, R. Dwarkasing, V. Vilgrain, M. Ronot, B. Taouli, R. L. Miclea, G. Brancatelli, M. A. Bali, J. Prince, R. de Haas, V. de Meijer, O. van Delden, J. Erdmann, N. Kutaiba, M. Bobowicz, L. Faggioni, K. Lekadir, K. J. Fowler, F. Illerstam, S. Klein, M. P. A. Starmans, M. G. Thomeer, LAI Consortium
Last updated on Jan 5, 2026
AI in Radiological Imaging of Soft-Tissue and Bone Tumours: A Systematic Review Evaluating Against CLAIM and FUTURE-AI Guidelines
Douwe J. Spaanderman, Matthew Marzetti, Xinyi Wan, Andrew F. Scarsbrook, Philip Robinson, Edwin H. G. Oei, Jacob J. Visser, Robert Hemke, Kirsten van Langevelde, David F. Hanff, Geert J. L. H. van Leenders, Cornelis Verhoef, Dirk J. Grünhagen, Wiro J. Niessen, Stefan Klein, M. P. A. Starmans
Last updated on Jan 5, 2026
AI in Radiological Imaging of Soft-Tissue and Bone Tumours: A Systematic Review Evaluating Against CLAIM and FUTURE-AI Guidelines
Douwe J. Spaanderman, Matthew Marzetti, Xinyi Wan, Andrew F. Scarsbrook, Philip Robinson, Edwin H. G. Oei, Jacob J. Visser, Robert Hemke, Kirsten van Langevelde, David F. Hanff, Geert J. L. H. van Leenders, Cornelis Verhoef, Dirk J. Grünhagen, Wiro J. Niessen, Stefan Klein, M. P. A. Starmans
Last updated on Jan 5, 2026
Automated segmentation of desmoplastic histopathological growth patterns of colorectal liver metastases on whole-slide images using deep learning
M. A. de Leeuw, Z. Qian, C. Verhoef, D. J. Grunhagen, S. Klein, F. M. Vos, M. P. A. Starmans
Last updated on Jan 5, 2026