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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 Oct 15, 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 Oct 15, 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 Oct 15, 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 Oct 15, 2026
The effect of preprocessing on convolutional neurnal networks for medical image segmentation
Koen B de Raad, Karin A van Garderen, Marion Smits, Sebastian R van der Voort, Fatih Incekara, Edwin H G Oei, Jukka Hirvasniemi, Stefan Klein, Martijn P. A. Starmans
Differential diagnosis and mutation stratification of gastrointestinal stromal tumours on CT images using a radiomics approach
M 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
Last updated on Feb 24, 2022
Distinguishing desmoid-type fibromatosis from soft tissue sarcoma on MRI using a radiomics approach
M 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
Last updated on Feb 24, 2022
Distinguishing well-differentiated liposarcomas from lipomas on MR images using a radiomics approach
M. 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
Last updated on Feb 24, 2022
Prediction of histopathological growth patterns by radiomics and CT-imaging in patients with operable colorectal liver metastases: a proof-of-concept study
M. P. A Starmans, F. E. Buisman, F. Willemssen, S. R. van der Voort, D. J. Grunhagen, P. B. Vermeulen, C. Verhoef, S. Klein, J. J. Visser
Last updated on Feb 24, 2022
Radiomics model to predict hepatocellular carcinoma on liver MRI of high-risk patients in surveillance: a proof-of-concept study
M P A Starmans, C J Els, F Fiduzi, W J Niessen, S Klein, R S Dwarkasing
Last updated on Feb 24, 2022