Sebastian van der Voort
Sebastian van der Voort
Amsterdam UMC
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Federated learning enables big data for rare cancer boundary detection
S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ...
Nature Communications 13 (1), 1-17, 2022
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
Robustness Recipes for Minimax Robust Optimization in Intensity Modulated Proton Therapy for Oropharyngeal Cancer Patients
S van der Voort, S van de Water, Z Perkó, B Heijmen, D Lathouwers, ...
International Journal of Radiation Oncology* Biology* Physics 95 (1), 163-170, 2016
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
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
Fast and accurate sensitivity analysis of IMPT treatment plans using Polynomial Chaos Expansion
Z Perkó, SR van der Voort, S van de Water, CMH Hartman, M Hoogeman, ...
Physics in Medicine and Biology 61 (12), 4646-4664, 2016
Combined molecular subtyping, grading, and segmentation of glioma using multi-task deep learning
SR van der Voort, F Incekara, MMJ Wijnenga, G Kapsas, R Gahrmann, ...
Neuro-oncology 25 (2), 279-289, 2023
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 38, 483-494, 2021
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
The Association Between the Extent of Glioblastoma Resection and Survival in Light of MGMT Promoter Methylation in 326 Patients With Newly Diagnosed IDH-Wildtype Glioblastoma
F Incekara, M Smits, S Van Der Voort, HJ Dubbink, P Atmodimedjo, J Kros, ...
Frontiers in Oncology 10, 2020
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, 343-349, 2018
The Erasmus Glioma Database (EGD): Structural MRI scans, WHO 2016 subtypes, and segmentations of 774 patients with glioma
SR van der Voort, F Incekara, MMJ Wijnenga, G Kapsas, R Gahrmann, ...
Data in brief 37, 107191, 2021
Towards continuous learning for glioma segmentation with elastic weight consolidation
K van Garderen, S van der Voort, F Incekara, M Smits, S Klein
arXiv preprint arXiv:1909.11479, 2019
DeepDicomSort: an automatic sorting algorithm for brain magnetic resonance imaging data
SR van der Voort, M Smits, S Klein, ...
Neuroinformatics 19 (1), 159-184, 2021
Differences in spatial distribution between WHO 2016 low-grade glioma molecular subgroups
MMJ Wijnenga, SR van der Voort, PJ French, S Klein, HJ Dubbink, ...
Neuro-Oncology Advances 1 (1), vdz001, 2019
Topographical Mapping of 436 Newly Diagnosed IDH Wildtype Glioblastoma With vs. Without MGMT Promoter Methylation
F Incekara, SR van der Voort, HJ Dubbink, PN Atmodimedjo, ...
Frontiers in Oncology 10, 596, 2020
Noninvasive differentiation of molecular subtypes of adult nonenhancing glioma using MRI perfusion and diffusion parameters
IJ Pruis, SR Koene, SR van der Voort, F Incekara, AJPE Vincent, ...
Neuro-Oncology Advances 4 (1), vdac023, 2022
Reproducible radiomics through automated machine learning validated on twelve clinical applications
M Starmans, SR van der Voort, T Phil, MJM Timbergen, M Vos, ...
arXiv preprint arXiv:2108.08618, 2021
EASE: clinical implementation of automated tumor segmentation and volume quantification for adult low-grade glioma
KA van Garderen, SR van der Voort, A Versteeg, M Koek, A Gutierrez, ...
Frontiers in Medicine 8, 738425, 2021
WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning
SR van der Voort, F Incekara, MMJ Wijnenga, G Kapsas, R Gahrmann, ...
arXiv preprint arXiv:2010.04425, 2020
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