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Martijn P. A. Starmans
Martijn P. A. Starmans
PostDoc, Erasmus Medical Center, Rotterdam, The Netherlands
Geverifieerd e-mailadres voor erasmusmc.nl - Homepage
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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
632019
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
382019
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
372020
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
182019
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
182019
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
182018
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
142021
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
132020
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
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
112019
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
92021
Workflow for Optimal Radiomics Classification (WORC)
MPA Starmans, SR Van der Voort, T Phil, S Klein
Zenodo, 2018
92018
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
42022
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
42021
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
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
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
22022
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
22021
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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