| Handbook of medical image computing and computer assisted intervention SK Zhou, D Rueckert, G Fichtinger Academic Press, 2019 | 227 | 2019 |
| Predicting the 1p/19q Codeletion Status of Presumed Low-Grade Glioma with an Externally Validated Machine Learning Algorithm SR van der Voort, F Incekara, MMJ Wijnenga, G Kapas, M Gardeniers, ... Clinical Cancer Research 25 (24), 7455-7462, 2019 | 106 | 2019 |
| Radiomics: Data mining using quantitative medical image features MPA Starmans, SR van der Voort, JMC Tovar, JF Veenland, S Klein, ... Handbook of Medical Image Computing and Computer Assisted Intervention, 429-456, 2020 | 77 | 2020 |
| Radiomics approach to distinguish between well differentiated liposarcomas and lipomas on MRI M Vos, MPA Starmans, MJM Timbergen, SR van der Voort, GA Padmos, ... The British journal of surgery 106 (13), 1800, 2019 | 70 | 2019 |
| A Multi-Center, Multi-Vendor Study to Evaluate the Generalizability of a Radiomics Model for Classifying Prostate Cancer: High Grade vs. Low Grade JM Castillo T, MPA Starmans, M Arif, WJ Niessen, S Klein, CH Bangma, ... Diagnostics 11 (2), 369, 2021 | 43 | 2021 |
| Multicenter CT phantoms public dataset for radiomics reproducibility tests P Kalendralis, A Traverso, Z Shi, I Zhovannik, R Monshouwer, ... Medical physics 46 (3), 1512-1518, 2019 | 41 | 2019 |
| The Effect of Preprocessing on Convolutional Neural Networks for Medical Image Segmentation KB de Raad, KA van Garderen, M Smits, SR van der Voort, F Incekara, ... 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 655-658, 2021 | 35 | 2021 |
| Distinguishing pure histopathological growth patterns of colorectal liver metastases on CT using deep learning and radiomics: a pilot study MPA Starmans, FE Buisman, M Renckens, FEJA Willemssen, ... Clinical & Experimental Metastasis, 1-12, 2021 | 32 | 2021 |
| Classification of Clinically Significant Prostate Cancer on Multi-Parametric MRI: A Validation Study Comparing Deep Learning and Radiomics JM Castillo T, M Arif, MPA Starmans, WJ Niessen, CH Bangma, ... Cancers 14 (1), 12, 2022 | 30 | 2022 |
| Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects H Kondylakis, V Kalokyri, S Sfakianakis, K Marias, M Tsiknakis, ... European Radiology Experimental 7 (1), 20, 2023 | 29 | 2023 |
| FAIR‐compliant clinical, radiomics and DICOM metadata of RIDER, interobserver, Lung1 and head‐Neck1 TCIA collections P Kalendralis, Z Shi, A Traverso, A Choudhury, M Sloep, I Zhovannik, ... Medical Physics 47 (11), 5931-5940, 2020 | 29 | 2020 |
| Classification of malignant and benign liver tumours using a radiomics approach MPA Starmans, R Miclea, SR van der Voort, WJ Niessen, S Klein, ... ECR 2019: Book of Abstracts. Insights Imaging. https://doi.org/10.1186 …, 2019 | 28 | 2019 |
| Classification of malignant and benign liver tumors using a radiomics approach MPA Starmans, RL Miclea, SR van der Voort, WJ Niessen, MG Thomeer, ... Medical Imaging 2018: Image Processing 10574, 105741D, 2018 | 28 | 2018 |
| Differential diagnosis and molecular stratification of gastrointestinal stromal tumors on CT images using a radiomics approach M Starmans, MJM Timbergen, M Vos, M Renckens, DJ Grünhagen, ... Journal of digital imaging 35 (2), 127-136, 2022 | 26 | 2022 |
| Differential diagnosis and mutation stratification of desmoid-type fibromatosis on MRI using radiomics MJM Timbergen, MPA Starmans, GA Padmos, DJ Grünhagen, ... European Journal of Radiology 131, 109266, 2020 | 19 | 2020 |
| Workflow for optimal radiomics classification (WORC) MPA Starmans, SR Van der Voort, T Phil, S Klein Zenodo, URL: https://github.com/MStarmans91/WORC, doi 10.5281/zenodo.3840534, 2018 | 16 | 2018 |
| FUTURE-AI: International consensus guideline for trustworthy and deployable artificial intelligence in healthcare K Lekadir, A Feragen, AJ Fofanah, AF Frangi, A Buyx, A Emelie, A Lara, ... arXiv preprint arXiv:2309.12325, 2023 | 15 | 2023 |
| Reproducible radiomics through automated machine learning validated on twelve clinical applications MPA Starmans, SR van der Voort, T Phil, MJM Timbergen, M Vos, ... arXiv preprint arXiv:2108.08618, 2021 | 15 | 2021 |
| The WORC database: MRI and CT scans, segmentations, and clinical labels for 930 patients from six radiomics studies MPA Starmans, MJM Timbergen, M Vos, GA Padmos, DJ Grünhagen, ... medRxiv, 2021.08. 19.21262238, 2021 | 14 | 2021 |
| Classification of Prostate Cancer: High Grade versus Low Grade Using a Radiomics Approach JM Castillo, MPA Starmans, S Klein, WJ Niessen, I Schoots, J Veenland IEEE 16th International Symposium on Biomedical Imaging (ISBI), 2019 | 14 | 2019 |
Stefan KleinBiomedical Imaging Group Rotterdam, Erasmus MC, the NetherlandsVerified email at erasmusmc.nl
