abstract

Predicting Treatment Response to Neoadjuvant Chemotherapy in Osteosarcoma Patients using MRI-based Radiomics and Deep Learning
Xinyi Wan, Gijsbert M. Kalisvaart, Fariba Tohidinezhad, Douwe J. Spaanderman, Robert Hemke, Jacob J. Visser, Edwin H.G. Oei, Marius Staring, Martijn P.A. Starmans, Stefan Klein, Kirsten van Langevelde
Last updated on Oct 15, 2026
Predicting Treatment Response to Neoadjuvant Chemotherapy in Osteosarcoma Patients using MRI-based Radiomics and Deep Learning
Xinyi Wan, Gijsbert M. Kalisvaart, Fariba Tohidinezhad, Douwe J. Spaanderman, Robert Hemke, Jacob J. Visser, Edwin H. G. Oei, Marius Staring, Martijn P. A. Starmans, Stefan Klein, Kirsten van Langevelde
Last updated on Oct 15, 2026
Structured Clinical Data Extraction from Free-Text Reports with Large Language Models (LLMs): From Benchmarking to Knowledge Graphs
Karthik Prathaban, Douwe J. Spaanderman, Farhan Akram, Stefan Klein, Martijn P.A. Starmans
Last updated on Oct 15, 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 Oct 15, 2026
Automated AI-Based Segmentation of Colorectal Liver Metastases: A Discovery Study on Histopathological Whole-Slide Images
Zhen Qian, Faber Pas, Michael A. de Leeuw, Stefan Klein, Michail Doukas, Peter Vermeulen, Dirk J. Grünhagen, Cornelis Verhoef, Martijn P. A. Starmans
Last updated on Oct 15, 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 Oct 15, 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 Oct 15, 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 Oct 15, 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 Oct 15, 2026