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Automated differentiation of malignant and benign primary solid liver lesions on MRI: an externally validated radiomics model
Martijn P. A. Starmans, Razvan L. Miclea, Valerie Vilgrain, Maxime Ronot, Yvonne Purcell, Jef Verbeek, Wiro J. Niessen, Jan N.M. Ijzermans, Rob A. de Man, Michail Doukas, Stefan Klein, Maarten G. Thomeer
Visual Versus Automated Detection of Enlarged Perivascular Spaces and their Mimics
Florian Dubost, Pinar Yilmaz, Kimberlin van Wijnen, Hieab Adams, Tavia Evans, Martijn P. A. Starmans, Gerda Bortsova, M Afran Ikram, Wiro J Niessen, Meike W Vernooij, Marleen de Bruijne
Reproducible radiomics through automated machine learning validated on twelve clinical applications
Martijn P. A. Starmans, Sebastian R van der Voort, 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
The WORC* database: MRI and CT scans, segmentations, and clinical labels for 930 patients from six radiomics studies
Martijn P. A. Starmans, Milea J M Timbergen, Melissa Vos, Guillaume A Padmos, Dirk J Grünhagen, Cornelis Verhoef, Stefan Sleijfer, Geert J L H van Leenders, Florian E Buisman, François E J A Willemssen, Bas Groot Koerkamp, Lindsay Angus, Astrid A M van der Veldt, Ana Rajicic, Arlette E Odink, Michel Renckens, Michail Doukas, Rob A de Man, Jan N M Ijzermans, Razvan L Miclea, Peter B Vermeulen, Maarten G Thomeer, Jacob J Visser, Wiro J Niessen, Stefan Klein