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The Prediction of Biological Features Using Magnetic Resonance Imaging in Head and Neck Squamous Cell Carcinoma: A Systematic Review and Meta-Analysis.
van der Hulst HJ, Jansen RW, Vens C, Bos P, Schats W, de Jong MC, Martens RM, Bodalal Z, Beets-Tan RGH, van den Brekel MWM, de Graaf P, Castelijns JA. van der Hulst HJ, et al. Cancers (Basel). 2023 Oct 20;15(20):5077. doi: 10.3390/cancers15205077. Cancers (Basel). 2023. PMID: 37894447 Free PMC article. Review.
Strategies for tackling the class imbalance problem of oropharyngeal primary tumor segmentation on magnetic resonance imaging.
Rodríguez Outeiral R, Bos P, van der Hulst HJ, Al-Mamgani A, Jasperse B, Simões R, van der Heide UA. Rodríguez Outeiral R, et al. Among authors: van der hulst hj. Phys Imaging Radiat Oncol. 2022 Aug 13;23:144-149. doi: 10.1016/j.phro.2022.08.005. eCollection 2022 Jul. Phys Imaging Radiat Oncol. 2022. PMID: 36035088 Free PMC article.
Comparison of Diffusion-weighted MRI using Singe-Shot Echo-planar Imaging (SS-EPI) and Split Acquisition of Fast Spin Echo Signal (SPLICE) Imaging, a non-EPI technique, in Tumors of the Head and Neck.
van der Hulst HJ, Braun L, Westerink B, Agrotis G, Ter Beek LC, Tissier R, Ahmadian M, Martens RM, Casselman JW, Beets-Tan RGH, van den Brekel MWM, Castelijns JA. van der Hulst HJ, et al. AJNR Am J Neuroradiol. 2024 Oct 9:ajnr.A8529. doi: 10.3174/ajnr.A8529. Online ahead of print. AJNR Am J Neuroradiol. 2024. PMID: 39384329
Overcoming data scarcity in radiomics/radiogenomics using synthetic radiomic features.
Ahmadian M, Bodalal Z, van der Hulst HJ, Vens C, Karssemakers LHE, Bogveradze N, Castagnoli F, Landolfi F, Hong EK, Gennaro N, Pizzi AD, Beets-Tan RGH, van den Brekel MWM, Castelijns JA. Ahmadian M, et al. Among authors: van der hulst hj. Comput Biol Med. 2024 May;174:108389. doi: 10.1016/j.compbiomed.2024.108389. Epub 2024 Mar 27. Comput Biol Med. 2024. PMID: 38593640