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Surrogate-free machine learning-based organ dose reconstruction for pediatric abdominal radiotherapy2020 Physics in Medicine and Biology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Marco Virgolin, Ziyuan Wang, Brian V. Balgobind, Irma W.E.M. van Dijk, J. Wiersma, P.S. Kroon, +8 more
3citations -
Learning Clinically Acceptable Segmentation of Organs at Risk in Cervical Cancer Radiation Treatment from Clinically Available Annotations2023 Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands conference-paper Computer Science Medical Image Segmentation Techniques Open access
M. (Monika) Grewal, D.A.G. (Dustin) van Weersel, H. Westerveld, P.A.N. (Peter) Bosman, T. (Tanja) Alderliesten
0citations -
Deep learning on CT scans to predict checkpoint inhibitor treatment outcomes in advanced melanoma2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Laurens S. ter Maat, Rob A. J. de Mooij, Isabella A.J. van Duin, Joost J.C. Verhoeff, Sjoerd Geert Elias, Tim Leiner, +20 more
2citations -
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access
Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulaş Bağcı, Dorit Merhof
0citations -
Validation of an automated AI-based micro-CT organ segmentation workflow against expert annotations and its impact on fluorescence quantification2026 European Radiology Experimental article Computer Science Medical Image Segmentation Techniques Open access
Elena Rama, Sihe Yu, Sarah Schraven, Zachary Gurberg, Ekaterina Savina, J Liu, +3 more
0citations -
The association between blended learning and learning outcomes in the context of teaching epidemiology and statistics: A systematic narrative review2026 Zenodo (CERN European Organization for Nuclear Research) review Social Sciences Online and Blended Learning Open access
Thomas H. Wieringa, Sjoukje van der Werf, Chris H. L. Thio, Nataly R. Espinoza Suárez, Matthijs Valkering, Lothar Kuijper, +4 more
0citations -
A Machine Learning-Driven Virtual Biopsy System For Kidney Transplant Patients2024 Nature Communications article Medicine Renal Transplantation Outcomes and Treatments Open access cited by 1 patent
Daniel Yoo, Gillian Divard, Marc Raynaud, Aarón Cohen, Tom Mone, John Thomas Rosenthal, +33 more
40citations -
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT2020 IEEE International Symposium on Biomedical Imaging (ISBI) conference-paper Computer Science Medical Image Segmentation Techniques Open access cited by 4 patents
Mohamed S. Elmahdy, Tanuj Ahuja, Uulke A. van der Heide, Marius Staring
18citations -
Machine Learning for Bird Song Learning (ML4BL) dataset2021 Zenodo (CERN European Organization for Nuclear Research) dataset Biochemistry, Genetics and Molecular Biology Animal Vocal Communication and Behavior Open access
Lies Zandberg, Veronica Morfi, Julia M. George, David F. Clayton, Dan Stowell, Robert F. Lachlan
0citations -
Pre-ECMO characteristics, organ dysfunction and exploratory mortality prediction in COVID-19 versus non-COVID-19 ARDS treated with veno-venous ECMO: a retrospective cohort study
Mirja Mittermaier, Jan A. Graw, Alexander H. Thieme, Johann Lieberwirth, Oliver Hunsicker, Daniel Zickler, +17 more
0citations -
Learning community participation: A valuable opportunity for transferring actions and behaviors within the nursing learning and working context?2024 Nurse Education in Practice article Social Sciences Innovative Education and Learning Practices Open access
Wendy M. Heemskerk, Christian Wallner, Clarissa Jungerius, Jet Bussemaker
0citations -
Validation and Comparison of Radiograph-Based Organ Dose Reconstruction Approaches for Wilms Tumor Radiation Treatment Plans2022 Advances in Radiation Oncology article Physics and Astronomy Advanced Radiotherapy Techniques Open access
Ziyuan Wang, Marco Virgolin, Brian V. Balgobind, Irma W.E.M. van Dijk, Susan A. Smith, Rebecca M. Howell, +7 more
4citations