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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 Mar 14, 2025
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
Radiomics of Gastrointestinal Stromal Tumors; Risk Classification Based on Computed Tomography Images – A Pilot Study
Milea J M Timbergen, Martijn P A Starmans, Melissa Vos, Michel Renckens, Dirk J Grünhagen, Geert J L H van Leenders, Wiro J Niessen, Cornelis Verhoef, Stefan Sleijfer, Stefan Klein, Jacob J Visser
Last updated on Feb 24, 2022
Fully automatic construction of optimal radiomics workflows
Martijn P A Starmans, Sebastian R van der Voort, H C Achterberg, Thomas Phil, Milea J M Timbergen, Melissa Vos, Guillaume A Padmos, Wouter Kessels, David Hanff, Dirk J Grünhagen, Cornelis Verhoef, Stefan Sleijfer, Martin J van den Bent, Marion Smits, Roy S Dwarkasing, Christopher J Els, Federico Fiduzi, Geert J L H van Leenders, Anela Blazevic, Johannes Hofland, Tessa Brabander, Renza van Gils, Gaston J H Franssen, Richard A Feelders, Wouter W de Herder, Florian E Buisman, François E J A Willemssen, Bas Groot Koerkamp, Lindsay Angus, Astrid A M van der Veldt, Ana Rajicic, Arlette E Odink, Mitchell Deen, Jose M Castillo T, Jifke F Veenland, Ivo Schoots, Michel Renckens, Michail Doukas, Rob A de Man, Jan N M Ijzermans, Razvan L Miclea, Peter B Vermeulen, Esther E Bron, Maarten G Thomeer, Jacob J Visser, Wiro J Niessen, Stefan Klein
Last updated on Feb 24, 2022
Differentiating well-differentiated liposarcomas from lipomas using a radiomics approach
M Vos, M P A Starmans, M J M Timbergen, S R van der Voort, G A Padmos, W Kessels, W J Niessen, G J L H van Leenders, D J Grünhagen, S Sleijfer, C Verhoef, S Klein, J J Visser
Last updated on Feb 24, 2022