Michel Renckens

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 et al. · Clinical & Experimental Metastasis · 2021 · 42 citations · Full text

Medicine, Oncology, Radiology +17

Differential Diagnosis and Molecular Stratification of Gastrointestinal Stromal Tumors on CT Images Using a Radiomics Approach

Martijn P. A. Starmans, Milea J. M. Timbergen, Melissa Vos et al. · Journal of Digital Imaging · 2022 · 33 citations · Full text

Medicine, Oncology, Radiology +17

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 et al. · medRxiv · 2021 · 24 citations · Full text

Medicine, Oncology, Radiology +17

An automated machine learning framework to optimize radiomics model construction validated on twelve clinical applications

Martijn P. A. Starmans, Sebastian R. van der Voort, Thomas Phil et al. · arXiv (Cornell University) · 2021 · 11 citations · Full text

Computing, Computer Science, Radiology +17