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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, Martijn P. A. Starmans
Last updated on Dec 10, 2022
Automatic segmentation to distinguish between lipomas and well-differentiated liposarcomas using radiomics
Douwe J Spaanderman, Martijn 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 Dec 10, 2022
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, Martijn P. A. Starmans
Last updated on Dec 10, 2022
Reproducible radiomics through automated machine learning validated on twelve clinical applications
Martijn P. A. Starmans, Marcel Koek
Multicentre studies for more robust radiomics signatures
Martijn P. A. Starmans
Multicentre studies for more robust radiomics signatures
Martijn P. A. Starmans
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. Grünhagen, S. Sleijfer, C. Verhoef, J. J. Visser, S. Klein
Prediction of histopathological growth patterns by radiomics and CT-imaging in patients with operable colorectal liver metastases: a proof-of-concept study
Martijn P. A. Starmans, F. E. Buisman, F. Willemssen, S. R. van der Voort, D. J. Grünhagen, P. B. Vermeulen, C. Verhoef, S. Klein, J. J. Visser