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Martijn P. A. Starmans
Martijn P. A. Starmans
PostDoc, Erasmus Medical Center, Rotterdam, The Netherlands
Verified email at erasmusmc.nl - Homepage
Title
Cited by
Cited by
Year
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
672019
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
452019
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
432020
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
232019
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
192019
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
192018
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
162021
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
142020
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
122019
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
112021
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
112020
Workflow for Optimal Radiomics Classification (WORC)
MPA Starmans, SR Van der Voort, T Phil, S Klein
Zenodo, 2018
102018
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
72022
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
72021
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
42022
Fully automatic construction of optimal radiomics workflows
MPA Starmans, SR van der Voort, RL Miclea, M Vos, F Incekara, ...
7th Dutch Bio-Medical Engineering (BME) Conference. https://www.bme2019.nl …, 2019
42019
Fully automatic construction of optimal radiomics workflows
MPA Starmans, SR van der Voort, M Vos, F Incekara, JJ Visser, M Smits, ...
ECR 2019: Book of Abstracts. Insights Imaging. https://doi.org/10.1186 …, 2019
42019
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
32021
Predicting symptomatic mesenteric mass in small intestinal neuroendocrine tumors using radiomics
A Blazevic, MPA Starmans, T Brabander, RS Dwarkasing, RAH van Gils, ...
Endocrine-related cancer 28 (8), 529-539, 2021
32021
The BRAF P. V600E Mutation Status of Melanoma Lung Metastases Cannot Be Discriminated on Computed Tomography by LIDC Criteria nor Radiomics Using Machine Learning
L Angus, MPA Starmans, A Rajicic, AE Odink, M Jalving, WJ Niessen, ...
Journal of Personalized Medicine 11 (4), 257, 2021
22021
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