abstract

Multi-Center External Validation of a Radiomics Model Differentiating Between ALT and Lipoma Using Automatic and Minimally Interactive Segmentation Methods
Stefanie N Hakkesteegt, Douwe J Spaanderman, Anne-Rose W Schut, Christine Messiou, Robin Jones, Andrew Hayes, Leonardo Nardo, Yasser Gaber, Wiro J Niessen, Geert J L H van Leenders, Jacob J Visser, Stefan Klein, Dirk J Grünhagen, Cornelis Verhoef, M P A Starmans
Last updated on Jan 5, 2026
Predicting of Histopathological Growth Patterns of Colorectal Liver Metastases on CT Scans: using deep learning and radiomics
Samuel van Gurp, Kelly R. Voigt, Stefan Klein, Frans M. Vos, Dirk J. Grünhagen, Cornelis Verhoef, M P.A. Starmans
Last updated on Jan 5, 2026
Predicting survival after surgery for colorectal liver metastasis with deep learning
Diederik J. Höppener, Witali Aswolinskiy, David Tellez, Zhen Qian, Pieter M.H. Nierop, M. P. A. Starmans, Iris D. Nagtegaal, Michail Doukas, Johannes H.W. de Wilt, Dirk J. Grünhagen, Jeroen A.W.M. van der Laak, Peter Vermeulen, Francesco Ciompi, C. Verhoef
Last updated on Jan 5, 2026
Preoperative Classification of Peripheral Nerve Sheath Tumors on MRI Using Radiomics
Christianne Y. M. N. Jansma, Xinyi Wan, Ibtissam Acem, Douwe J. Spaanderman, Jacob J. Visser, David Hanff, Walter Taal, Cornelis Verhoef, Stefan Klein, Enrico Martin, M. P. A. Starmans
Last updated on Jan 5, 2026
Automatic segmentation of soft-tissue Tumors on MRI and CT
Douwe J Spaanderman, Stefan Klein, Anne-Rose W Schut, Geert J L H van Leenders, Cornelis Verhoef, Jacob J Visser, Wiro J. Niessen, Dirk J Grünhagen, M P A Starmans
Last updated on Jan 5, 2026
Automatic segmentation to distinguish between lipomas and well-differentiated liposarcomas using radiomics
Douwe J Spaanderman, M P A Starmans, Anne-Rose W Schut, Geert J L H van Leenders, Cornelis Verhoef, Jacob J Visser, Wiro J. Niessen, Dirk J Grünhagen, Stefan Klein
Last updated on Jan 5, 2026
AUTOMATIC SEGMENTATION USING DEEP LEARNING TO DISTINGUISH BETWEEN 9 TYPES OF SOFT-TISSUE TUMORS WITH RADIOMICS
Douwe J. Spaanderman, Stefan Klein, Anne-Rose W. Schut, Geert J. L. H. van Leenders, Cornelis Verhoef, Jacob J. Visser, Wiro J. Niessen, Dirk J. Grünhagen, M. P. A. Starmans
Last updated on Jan 5, 2026
Differential diagnosis and mutation stratification of gastrointestinal stromal tumours on CT images using a radiomics approach
Martijn P. A. Starmans, M J M Timbergen, M Vos, M Renckens, D J Grünhagen, G J L H van Leenders, S Sleijfer, J J Visser, S Klein
Distinguishing desmoid-type fibromatosis from soft tissue sarcoma on MRI using a radiomics approach
Martijn P. A. Starmans, M J M Timbergen, G A Padmos, D J Grünhagen, G J L H van Leenders, D F Hanff, S Sleijfer, J J Visser, S Klein
Distinguishing well-differentiated liposarcomas from lipomas on MR images using a radiomics approach
Martijn P. A. Starmans, M. Vos, M. J. M. Timbergen, S. R. van der Voort, D. J. Grunhagen, S. Sleijfer, C. Verhoef, J. J. Visser, S. Klein