dr. K.G.A. (Kenneth) Gilhuijs
Associate Professor
- Image Sciences Institute
Contact
Biography
Dr. Kenneth Gilhuijs is associate professor at the University Medical Center Utrecht (UMC). He received his Ph.D cum laude in Medical Physics at the University of Amsterdam.
He heads a research group on prognostic imaging in breast oncology with emphasis on MRI. His team includes Ph.D. students and post-docs on the interface between diagnostic imaging, pathology, medical oncology, surgery, and radiotherapy. In 2010 he transferred from the Netherlands Cancer Institute to the University Medical Center Utrecht.
His research interests include translational imaging in breast oncology, machine learning, computerized decision support systems for personalized treatment of breast cancer, prognosis, and response monitoring.
Kenneth Gilhuijs is coordinator of the master’s course medical image processing at UMC and serves on scientific advisory boards such as that of the Dutch Cancer foundation (KWF).
Research Output (154)
Correcting time-intensity curves in dynamic contrast-enhanced breast MRI for inhomogeneous excitation fields at 7T
van Rijssel Michael J., Pluim Josien P.W., Chan Hui Shan M., van den Wildenberg Lieke, Schmitz Alexander M.Th, Luijten Peter R., Gilhuijs Kenneth G.A., Klomp Dennis W.J. 1 aug 2020, In: Magnetic Resonance in Medicine. 84 , p. 1000-1010 11 p.
Radiogenomic Analysis of Breast Cancer by Linking MRI Phenotypes with Tumor Gene Expression
Bismeijer Tycho, van der Velden Bas H M, Canisius Sander, Lips Esther H, Loo Claudette E, Viergever Max A, Wesseling Jelle, Gilhuijs Kenneth G A, Wessels Lodewyk F A 26 mei 2020, In: Radiology. 296 , p. 277-287 11 p.
Computer-Aided Diagnosis in Multiparametric Magnetic Resonance Imaging Screening of Women With Extremely Dense Breasts to Reduce False-Positive Diagnoses
Verburg Erik, van Gils Carla H, Bakker Marije F, Viergever Max A, Pijnappel Ruud M, Veldhuis Wouter B, Gilhuijs Kenneth G A 6 mrt 2020, In: Investigative Radiology. 55 , p. 438-444 7 p.
Interpretable deep learning regression for breast density estimation on MRI
Van Der Velden Bas H.M., Ragusi Max A.A., Janse Markus H.A., Loo Claudette E., Gilhuijs Kenneth G.A. 1 jan 2020,
Synchronous Breast Cancer:Phenotypic Similarities on MRI
Wang Hui, van der Velden Bas H M, Chan Hui Shan M, Loo Claudette E, Viergever Max A, Gilhuijs Kenneth G A 19 dec 2019, In: Journal of Magnetic Resonance Imaging. 51 , p. 1858-1867 10 p.
Are contralateral parenchymal enhancement on dynamic contrast-enhanced MRI and genomic ER-pathway activity in ER-positive/HER2-negative breast cancer related?
van der Velden Bas H M, Bismeijer Tycho, Canisius Sander, Loo Claudette E, Lips Esther H, Wesseling Jelle, Viergever Max A, Wessels Lodewyk F A, Gilhuijs Kenneth G A 16 okt 2019, In: European Journal of Radiology. 121
Knowledge-based and deep learning-based automated chest wall segmentation in magnetic resonance images of extremely dense breasts
Verburg Erik, Wolterink Jelmer M., de Waard Stephanie N., Išgum Ivana, van Gils Carla H., Veldhuis Wouter B., Gilhuijs Kenneth G.A. 1 okt 2019, In: Medical Physics. 46 , p. 4405-4416 12 p.
Shortening of apparent transverse relaxation time of inorganic phosphate as a breast cancer biomarker
van der Kemp Wybe J.M., van der Velden Tijl A., Schmitz Alexander M., Gilhuijs Kenneth G., Luijten Peter R., Klomp Dennis W.J., Wijnen Jannie P. 1 okt 2019, In: NMR in Biomedicine. 32 , p. e4011
Reducing distortions in echo-planar breast imaging at ultrahigh field with high-resolution off-resonance maps
van Rijssel Michael J, Zijlstra Frank, Seevinck Peter R, Luijten Peter R, Gilhuijs Kenneth G A, Klomp Dennis W J, Pluim Josien P W jul 2019, In: Magnetic Resonance in Medicine. 82 , p. 425-435 11 p.
Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing
van der Velden BHM, de Vos Bob D., Loo Claudette E., Kuijf HJ, Isgum I, Gilhuijs KG 2019, 10950