paper

Classification of Clinically Significant Prostate Cancer on Multi-Parametric MRI: A Validation Study Comparing Deep Learning and Radiomics
Jose M Castillo T, Muhammad Arif, Martijn P. A. Starmans, Wiro J Niessen, Chris H Bangma, Ivo Schoots, Jifke F Veenland
Predicting symptomatic mesenteric mass in small intestinal neuroendocrine tumors using radiomics
Anela Blazevic, Martijn P. A. Starmans, Tessa Brabander, Roy S Dwarkasing, Renza A H van Gils, Johannes Hofland, Gaston J H Franssen, Richard A Feelders, Wiro J Niessen, Stefan Klein, Wouter W de Herder
The BRAF P.V600E Mutation Status of Melanoma Lung Metastases Cannot Be Discriminated on Computed Tomography by LIDC Criteria nor Radiomics Using Machine Learning
Lindsay Angus, Martijn P. A. Starmans, Ana Rajicic, Arlette E Odink, Mathilde Jalving, Wiro J Niessen, Jacob J Visser, Stefan Sleijfer, Stefan Klein, Astrid A M van der Veldt
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
A Multi-Center, Multi-Vendor Study to Evaluate the Generalizability of a Radiomics Model for Classifying Prostate cancer: High Grade vs. Low Grade
Jose M Castillo T, Martijn P. A. Starmans, Muhammad Arif, Wiro J Niessen, Stefan Klein, Chris H Bangma, Ivo G Schoots, Jifke F Veenland
Distinguishing pure histopathological growth patterns of colorectal liver metastases on CT using deep learning and radiomics: a pilot study
Martijn P. A. Starmans, Florian E. Buisman, Michel Renckens, François E. J. A. Willemssen, Sebastian R. van der Voort, Bas Groot Koerkamp, Dirk J. Grünhagen, Wiro J. Niessen, Peter B. Vermeulen, Cornelis Verhoef, Jacob J. Visser, Stefan Klein
Differential diagnosis and mutation stratification of desmoid-type fibromatosis on MRI using radiomics
Milea J M Timbergen, Martijn P. A. Starmans, Guillaume A Padmos, Dirk J Grünhagen, Geert J L H van Leenders, D F Hanff, Cornelis Verhoef, Wiro J Niessen, Stefan Sleijfer, Stefan Klein, Jacob J Visser
Predicting the 1p/19q Codeletion Status of Presumed Low-Grade Glioma with an Externally Validated Machine Learning Algorithm
Sebastian R van der Voort, Fatih Incekara, Maarten M J Wijnenga, Georgios Kapas, Mayke Gardeniers, Joost W Schouten, Martijn P. A. Starmans, Rishie Nandoe Tewarie, Geert J Lycklama, Pim J French, Hendrikus J Dubbink, Martin J van den Bent, Arnaud J P E Vincent, Wiro J Niessen, Stefan Klein, Marion Smits
Radiomics approach to distinguish between well differentiated liposarcomas and lipomas on MRI
M Vos, Martijn 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
Classification Of Prostate Cancer: High Grade Versus Low Grade Using A Radiomics Approach
Jose M Castillo T, Martijn P. A. Starmans, Wiro J Niessen, Ivo Schoots, Stefan Klein, Jifke F Veenland