Kenneth Gilhuijs

Dr. Kenneth Gilhuijs is associate professor at the University Medical Center Utrecht (UMC). He obtained his Ph.D. cum laude in Medical Physics from the University of Amsterdam.

He heads a research group on translational imaging in oncology with emphasis on MRI and artificial intelligence (AI). His team includes Ph.D. students and post-docs on the interface between diagnostic imaging, pathology, medical oncology, and surgery. In 2010 he transferred from the Netherlands Cancer Institute to the University Medical Center Utrecht.

His research interests include machine learning, radiomics, deep learning, and computerized decision support systems for patient-tailored cancer treatment on the basis of automated prognostication and response monitoring.

Kenneth Gilhuijs is coordinator of the master’s course medical image processing at UMC, is academic editor for Diagnostics, and serves on several scientific advisory boards.

Publications

• Tumor infiltrating lymphocytes and change in tumor load on MRI to assess response and prognosis after neoadjuvant chemotherapy in breast cancer
  Janssen, L. M., de Vries, B. B.L.Penning, Janse, M. H.A., van der Wall, E., Elias, S. G., Salgado, R., van Diest, P. J., Gilhuijs, K. G.A. Jan 2025 in Breast Cancer Research and Treatment 209 (1), p. 167-175
• Automated rating of background parenchymal enhancement in MRI of extremely dense breasts without compromising the association with breast cancer in the DENSE trial
  Wang, Hui, H.M.van der Velden, Bas, Verburg, Erik, Bakker, Marije F., Pijnappel, Ruud M., Veldhuis, Wouter B., van Gils, Carla H., Gilhuijs, Kenneth G.A. Jun 2024 in European Journal of Radiology 175
• Predicting response to neoadjuvant chemotherapy with liquid biopsies and multiparametric MRI in patients with breast cancer
  Janssen, L. M., Janse, M. H.A., Penning de Vries, B. B.L., van der Velden, B. H.M., Wolters-van der Ben, E. J.M., van den Bosch, S. M., Sartori, A., Jovelet, C., Agterof, M. J., Ten Bokkel Huinink, D., Bouman-Wammes, E. W., van Diest, P. J., van der Wall, E., Elias, S. G., Gilhuijs, K. G.A. Jan 2024 in npj Breast Cancer 10 (1),
• Assessing Quantitative Parenchymal Features at Baseline Dynamic Contrast-enhanced MRI and Cancer Occurrence in Women with Extremely Dense Breasts
  Wang, Hui, van der Velden, Bas H.M., Verburg, Erik, Bakker, Marije F., Pijnappel, Ruud M., Veldhuis, Wouter B., van Gils, Carla H., Gilhuijs, Kenneth G.A. Aug 2023 in Radiology 308 (2),
• Long-term Survival in Breast Cancer Patients Is Associated with Contralateral Parenchymal Enhancement at MRI: Outcomes of the SELECT Study
  Ragusi, Max A.A., van der Velden, Bas H.M., Meeuwis, Carla, Tetteroo, Eric, Coerkamp, Emile G., van Nijnatten, Thiemo J.A., Jansen, Frits H., Wolters-Van Der Ben, Elian J.M., Jongen, Lisa, van Raamt, Fleur, Dorrius, Monique D., Verloop, Janneke, Viergever, Max A., Pijnappel, Ruud M., Elias, Sjoerd G., Gilhuijs, Kenneth G.A. May 2023 in Radiology 307 (4), p. 1-8
• Validation of Combined Deep Learning Triaging and Computer-Aided Diagnosis in 2901 Breast MRI Examinations From the Second Screening Round of the Dense Tissue and Early Breast Neoplasm Screening Trial
  Verburg, Erik, van Gils, Carla H, van der Velden, Bas H M, Bakker, Marije F, Pijnappel, Ruud M, Veldhuis, Wouter B, Gilhuijs, Kenneth G A Apr 2023 in Investigative Radiology 58 (4), p. 293-298
• Deep Learning-Based Segmentation of Locally Advanced Breast Cancer on MRI in Relation to Residual Cancer Burden: A Multiinstitutional Cohort Study
  Janse, Markus H.A., Janssen, Liselore M., van der Velden, Bas H.M., Moman, Maaike R., Wolters-van der Ben, Elian J.M., Kock, Marc C.J.M., Viergever, Max A., van Diest, Paul J., Gilhuijs, Kenneth G.A. Dec 2023 in Journal of Magnetic Resonance Imaging 58 (6), p. 1739-1749
• High-dose alkylating chemotherapy in BRCA-altered triple-negative breast cancer: the randomized phase III NeoTN trial
  Vliek, Sonja, Hilbers, Florentine S, van Werkhoven, Erik, Mandjes, Ingrid, Kessels, Rob, Kleiterp, Sieta, Lips, Esther H, Mulder, Lennart, Kayembe, Mutamba T, Loo, Claudette E, Russell, Nicola S, Vrancken Peeters, Marie-Jeanne T F D, Holtkamp, Marjo J, Schot, Margaret, Baars, Joke W, Honkoop, Aafke H, Vulink, Annelie J E, Imholz, Alex L T, Vrijaldenhoven, Suzan, van den Berkmortel, Franchette W P J, Meerum Terwogt, Jetske M, Schrama, Jolanda G, Kuijer, Philomeen, Kroep, Judith R, van der Padt-Pruijsten, Annemieke, Wesseling, Jelle, Sonke, Gabe S, Gilhuijs, Kenneth G A, Jager, Agnes, Nederlof, Petra, Linn, Sabine C Dec 2023 in npj Breast Cancer 9 (1),
• MRI to assess response after neoadjuvant chemotherapy in breast cancer subtypes: a systematic review and meta-analysis
  Janssen, L. M., den Dekker, B. M., Gilhuijs, K. G.A., van Diest, P. J., van der Wall, E., Elias, S. G. Sep 2022 in npj Breast Cancer 8 (1), p. 1-7
• Improving prediction of response to neoadjuvant treatment in patients with breast cancer by combining liquid biopsies with multiparametric MRI: Protocol of the LIMA study-a multicentre prospective observational cohort study
  Janssen, Liselore M., Suelmann, Britt B.M., Elias, Sjoerd G., Janse, Markus H.A., Van Diest, Paul J., Van Der Wall, Elsken, Gilhuijs, Kenneth G.A. Sep 2022 in BMJ Open 12 (9), p. 1-8
• Explainable artificial intelligence (XAI) in deep learning-based medical image analysis
  van der Velden, Bas H M, Kuijf, Hugo J, Gilhuijs, Kenneth G A, Viergever, Max A Jul 2022 in Medical Image Analysis 79 p. 1-21
• Population-based estimates of overtreatment with adjuvant systemic therapy in early breast cancer patients with data from the Netherlands and the USA
  Ragusi, M.A.A., van der Velden, B.H.M., van Maaren, M.C., van der Wall, E., van Gils, C. H., Pijnappel, R. M., Gilhuijs, K.G.A., Elias, S.G. May 2022 in Breast Cancer Research and Treatment 193 (1), p. 161-173
• Deep Learning for Automated Triaging of 4581 Breast MRI Examinations from the DENSE Trial
  Verburg, Erik, van Gils, Carla H, van der Velden, Bas H M, Bakker, Marije F, Pijnappel, Ruud M, Veldhuis, Wouter B, Gilhuijs, Kenneth G A Jan 2022 in Radiology 302 (1), p. 29-36
• Multi-modal Volumetric Concept Activation to Explain Detection and Classification of Metastatic Prostate Cancer on PSMA-PET/CT
  Kraaijveld, R. C.J., Philippens, M. E.P., Eppinga, W. S.C., Jürgenliemk-Schulz, I. M., Gilhuijs, K. G.A., Kroon, P. S., van der Velden, B. H.M. 2022 in Multi-modal Volumetric Concept Activation to Explain Detection and Classification of Metastatic Prostate Cancer on PSMA-PET/CT: Interpretability of Machine Intelligence in Medical Image Computing - 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Proceedings p. 82-92 (; vol. )
• Prognostic value of breast MRI characteristics before and during neoadjuvant endocrine therapy in patients with ER+/HER2- breast cancer
  Ragusi, Max Aa, Winter-Warnars, Gonneke Ao, Wesseling, Jelle, Linn, Sabine C., Beets-Tan, Regina G., van der Velden, Bas Hm, Elias, Sjoerd G., Gilhuijs, Kenneth Ga, Loo, Claudette E. Jul 2021 in The British journal of radiology 94 (1123), p. 1-10
• Toward Computer-Assisted Triaging of Magnetic Resonance Imaging-Guided Biopsy in Preoperative Breast Cancer Patients
  Wang, Hui, van der Velden, Bas H M, Ragusi, Max A A, Veldhuis, Wouter B, Viergever, Max A, Verburg, Erik, Gilhuijs, Kenneth G A Jul 2021 in Investigative Radiology 56 (7), p. 442-449
• Contralateral parenchymal enhancement on MRI is associated with tumor proteasome pathway gene expression and overall survival of early ER+/HER2-breast cancer patients
  Ragusi, Max A A, Bismeijer, Tycho, van der Velden, Bas H M, Loo, Claudette E, Canisius, Sander, Wesseling, Jelle, Wessels, Lodewyk F A, Elias, Sjoerd G, Gilhuijs, Kenneth G A Dec 2021 in The Breast 60 p. 230-237
• 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. Aug 2020 in Magnetic Resonance in Medicine 84 (2), p. 1000-1010
• 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 Aug 2020 in Radiology 296 (2), p. 277-287
• 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 Jul 2020 in Investigative Radiology 55 (7), p. 438-444
• 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 Jun 2020 in Journal of Magnetic Resonance Imaging 51 (6), p. 1858-1867
• Contralateral parenchymal enhancement on breast MRI before and during neoadjuvant endocrine therapy in relation to the preoperative endocrine prognostic index
  Ragusi, Max A A, Loo, Claudette E, van der Velden, Bas H M, Wesseling, Jelle, Linn, Sabine C, Beets-Tan, Regina G, Elias, Sjoerd G, Gilhuijs, Kenneth G A Dec 2020 in European Radiology 30 (12), p. 6740-6748
• Harmonization of Quantitative Parenchymal Enhancement in T1 -Weighted Breast MRI
  van der Velden, Bas H M, van Rijssel, Michael J, Lena, Beatrice, Philippens, Marielle E P, Loo, Claudette E, Ragusi, Max A A, Elias, Sjoerd G, Sutton, Elizabeth J, Morris, Elizabeth A, Bartels, Lambertus W, Gilhuijs, Kenneth G A Nov 2020 in Journal of Magnetic Resonance Imaging 52 ( 5), p. 1374-1382
• Volumetric breast density estimation on MRI using explainable deep learning regression
  van der Velden, Bas H M, Janse, Markus H A, Ragusi, Max A A, Loo, Claudette E, Gilhuijs, Kenneth G A Oct 2020 in Scientific Reports 10 (1),
• 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. jan 2020 in Interpretable deep learning regression for breast density estimation on MRI: Medical Imaging 2020 p. (; vol. )
• Mutual information for unsupervised deep learning image registration
  de Vos, Bob D., van der Velden, Bas H.M., Sander, Jörg, Gilhuijs, Kenneth G.A., Staring, Marius, Išgum, Ivana 2020 in Mutual information for unsupervised deep learning image registration: Medical Imaging 2020 p. (; vol. )
• 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 (1), p. 425-435
• 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 Dec 2019 in European Journal of Radiology 121
• 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. Oct 2019 in NMR in Biomedicine 32 (10), p. e4011
• 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. Oct 2019 in Medical Physics 46 (10), p. 4405-4416
• 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 in Response monitoring of breast cancer on DCE-MRI using convolutional neural network-generated seed points and constrained volume growing: SPIE Medical Imaging p. (; vol. )
• System for Image-Guided Resection of Non-Palpable Breast Lesions: Proof of Concept
  Arsenali, Bruno, de Jong, Hugo W A M, Viergever, Max A, Gilhuijs, Kenneth G A May 2018 in Medical Physics 45 (5), p. 2169-2178
• Perfusion in the contralateral breast on preoperative MRI may complement ER-pathway activity from the index tumor to stratify outcome of endocrine therapy for early-stage invasive breast cancer
  Van der Velden, B., Bismeijer, T., Canisius, S., Loo, C., Lips, E., Wesseling, J., Viergever, M., Wessels, L., Gilhuijs, K. Apr 2018 in European Journal of Cancer 92 (Supplement 3), p. S49-S50
• Estimating B₁⁺ in the breast at 7T using a generic template
  van Rijssel, Michael J., Pluim, Josien P. W., Luijten, Peter R., Gilhuijs, Kenneth G. A., Raaijmakers, Alexander J. E., Klomp, Dennis W. J. Mar 2018 in NMR in Biomedicine 31 (5),
• Comparison of SUVmax and SUVpeak based segmentation to determine primary lung tumour volume on FDG PET-CT correlated with pathology data
  Mercieca, Susan, Belderbos, José, van Loon, Judith, Gilhuijs, Kenneth, Julyan, Peter, van Herk, Marcel Nov 2018 in Radiotherapy & Oncology 129 (2), p. 227-233
• Contralateral parenchymal enhancement on dynamic contrast-enhanced MRI reproduces as a biomarker of survival in ER-positive/HER2-negative breast cancer patients
  van der Velden, BHM, Sutton, Elizabeth, Carbonaro, Luca, Pijnappel, Ruud, Morris, Elizabeth, Gilhuijs, Kenneth Nov 2018 in European Radiology 28 (11), p. 4705-4716
• Eligibility of patients for minimally invasive breast cancer therapy based on MRI analysis of tumor proximity to skin and pectoral muscle
  Merckel, LG, Verburg, Erik, van der Velden, Bas H M, Loo, Claudette E., van den Bosch, Maurice A A J, Gilhuijs, Kenneth G A 2018 in The Breast Journal 24 (4), p. 501-508
• Preoperative indication for systemic therapy extended to patients with early-stage breast cancer using multiparametric 7-tesla breast MRI
  Schmitz, A M T, Veldhuis, W B, Menke-Pluijmers, Marian B E, van der Kemp, W J M, van der Velden, T A, Viergever, M A, Mali, W P T M, Kock, Marc C J M, Westenend, Pieter J., Klomp, D W J, Gilhuijs, K G A Sep 2017 in PLoS ONE [E] 12 (9), p. 1-14
• Monitoring tumor response to neoadjuvant chemotherapy using MRI & ¹⁸F-FDG PET/CT in breast cancer subtypes
  Schmitz, Alexander M Th, Teixeira, Suzana C, Pengel, Kenneth E, Loo, Claudette E, Vogel, Wouter V, Wesseling, Jelle, Rutgers, Emiel J Th, Valdés Olmos, Renato A, Sonke, Gabe S, Rodenhuis, Sjoerd, Vrancken Peeters, Marie Jeanne T F D, Gilhuijs, Kenneth G A May 2017 in PLoS ONE [E] 12 (5),
• Eigentumors for prediction of treatment failure in patients with early-stage breast cancer using dynamic contrast-enhanced MRI: a feasibility study
  Chan, HM, van der Velden, Bas H M, Loo, Claudette E., Gilhuijs, Kenneth G A 2017 in Physics in Medicine and Biology 62 (16), p. 6467-6485
• Complementary value of contralateral parenchymal enhancement on DCE-MRI to prognostic models and molecular assays in high-risk ER+HER2- breast cancer
  van der Velden, Bas H M, Elias, Sjoerd G, Bismeijer, Tycho, Loo, Claudette E., Viergever, Max A, Wessels, Lodewyk F A, Gilhuijs, Kenneth G A 2017 in Clinical Cancer Research 23 (21), p. 6505-6515
• Additional value of (18)F-FDG PET/CT response evaluation in axillary nodes during neoadjuvant therapy for triple-negative and HER2-positive breast cancer
  van Ramshorst, Mette S, Teixeira, Suzana C, Koolen, Bas B, Pengel, Kenneth E, Gilhuijs, Kenneth G, Wesseling, Jelle, Rodenhuis, Sjoerd, Valdés Olmos, Renato A, Rutgers, Emiel J, Vogel, Wouter V, Sonke, Gabe S, Vrancken Peeters, Marie-Jeanne T 2017 in Cancer Imaging 17 (1),
• Prediction Model For Extensive Ductal Carcinoma In Situ Around Early-Stage Invasive Breast Cancer
  Knuttel, Floortje M., van der Velden, Bas H M, Loo, Claudette E, Elias, Sjoerd G, Wesseling, Jelle, van den Bosch, Maurice A A J, Gilhuijs, Kenneth G A Jul 2016 in Investigative Radiology 51 (7), p. 462-468
• Automated Segmentation of Pectoral Muscle in MR Images of Dense Breasts
  Verburg, E, de Waard, S N, Veldhuis, W B, van Gils, C H, Gilhuijs, KGA Jun 2016 in Medical Physics 43 (6), p. 3330
• Parenchymal enhancement of the contralateral breast in DCE-MRI and outcome of patients with early breast cancer: complementary value of the 70-gene signature
  Van der Velden, B. H. M., Loo, C. E., Gilhuijs, K. G. A. Apr 2016 in European Journal of Cancer 57 p. S17-S17
• Extending preoperative indication for systemic therapy to patients with early-stage breast cancer using multiparametric high-field breast MRI
  Schmitz, A. M. T., Veldhuis, W. B., Menke-Pluijmers, M. B. E., Van der Kemp, W. J. M., Van der Velden, T. A., Viergever, M. A., Mali, W. P. T. M., Kock, M. C. J. M., Westenend, P. J., Klomp, D. W. J., Gilhuijs, K. G. A. Apr 2016 in European Journal of Cancer 57 p. S94-S95
• FDG PET/CT to predict pathologic complete response to neoadjuvant systemic treatment in breast and axilla in triple negative and in HER2-positive breast cancer
  Van Ramshorst, M., Teixeira, S., Pengel, K., Gilhuijs, K., Olmos, R. Valdes, Rodenhuis, S., Rutgers, E., Vogel, W., Sonke, G., Peeters, M. J. Vrancken Apr 2016 in European Journal of Cancer 57 p. S95-S96
• Prediction of the 70-gene signature in early breast cancer patients using computer-derived DCE-MRI features of the tumor and intramammary blood vessels
  Van der Velden, B. H. M., Schmitz, A. M. T., Chan, H. M., Loo, C. E., Gilhuijs, K. G. A. Apr 2016 in European Journal of Cancer 57 p. S17-S17
• Prediction model for extensive ductal carcinoma in situ around early-stage invasive breast cancer
  Knuttel, F., van der Velden, B., Loo, C., Elias, S., Wesseling, J., Van den Bosch, M., Gilhuijs, K. Apr 2016 in European Journal of Cancer 57 p. S86-S87
• Association between computer-derived features of the ipsilateral breast on DCE-MRI and the 70-gene signature in patients with invasive breast cancer
  van der Velden, B. H. M., Schmitz, A. M. T. H., Loo, C. E., Gilhuijs, K. G. A. Feb 2016 in Cancer Research 76 (S4), p. P4-02-07
• Optimization of Parallel-Hole Collimators for Intraoperative Localization of Iodine-125 Seeds
  Arsenali, Bruno, Gilhuijs, Kenneth G A, Viergever, Max A., De Jong, Hugo W A M Oct 2016 in IEEE transactions on nuclear science 63 (5), p. 2527-2532
• Fat suppression techniques for obtaining high resolution dynamic contrast enhanced bilateral breast MR images at 7T
  van der Velden, Tijl A, Schmitz, Alexander M Th, Gilhuijs, Kenneth G A, Veldhuis, Wouter B, Luijten, Peter R, Boer, Vincent O, Klomp, DWJ 2016 in Magnetic Resonance Imaging 34 (4), p. 462-468
• Survival is associated with complete response on MRI after neoadjuvant chemotherapy in ER-positive HER2-negative breast cancer
  Loo, Claudette E, Rigter, Lisanne S, Pengel, Kenneth E, Wesseling, Jelle, Rodenhuis, Sjoerd, Peeters, Marie-Jeanne T F D Vrancken, Sikorska, Karolina, Gilhuijs, Kenneth G A 2016 in Breast Cancer Research 18 (1),
• Deep learning for multi-task medical image segmentation in multiple modalities
  Moeskops, Pim, Wolterink, Jelmer M., van der Velden, Bas H M, Gilhuijs, Kenneth G A, Leiner, Tim, Viergever, Max A., IÅ¡gum, Ivana 2016 in Deep learning for multi-task medical image segmentation in multiple modalities: Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings p. 478-486 (; vol. )
• Association between Parenchymal Enhancement of the Contralateral Breast in Dynamic Contrast-enhanced MR Imaging and Outcome of Patients with Unilateral Invasive Breast Cancer
  van der Velden, Bas, Dmitriev, Ivan, Loo, C.E., Pijnappel, Ruud, Gilhuijs, Kenneth Sep 2015 in Radiology 276 (3), p. 675-685
• Dual-head gamma camera system for intraoperative localization of radioactive seeds
  Arsenali, B., De Jong, H. W A M, Viergever, M. A., Dickerscheid, D. B M, Beijst, C., Gilhuijs, K. G A Sep 2015 in Physics in Medicine and Biology 60 (19), p. 7655-7670
• The effect of age in breast conserving therapy: A retrospective analysis on pathology and clinical outcome data
  Chen, Wei, Sonke, Jan-Jakob, Stroom, Joep, Bartelink, Harry, Verheij, Marcel, Gilhuijs, Kenneth Mar 2015 in Radiotherapy & Oncology 114 (3), p. 314-321
• Evaluation of image-based bias field correction at 7T
  van Rijssel, Mike, Pluim, JPW, van der Velden, Bas, van der Velden, Tijl, Krikken, E, Wijnen, Jannie, Gilhuijs, Kenneth, Klomp, DWJ oct 2015 at Evaluation of image-based bias field correction at 7T
• Multiparametric MRI with dynamic contrast enhancement, diffusion-weighted imaging, and 31-phosphorus spectroscopy at 7 T for characterization of breast cancer
  Schmitz, Alexander M Th, Veldhuis, WB, Menke-Pluijmers, Marian B E, Van Der Kemp, Wybe J M, Van Der Velden, Tijl A., Kock, Marc C J M, Westenend, Pieter J., Klomp, Dennis W J, Gilhuijs, Kenneth G A 2015 in Investigative Radiology 50 (11), p. 766-771
• An observational study to detect possible differences in long-term outcome due to preoperative breast MRI in patients treated with breast conserving therapy
  Wintgens, L. I. S., Pengel, K. E., Loo, C. E., van Werkhoven, E., Rutgers, E. J. T., Gilhuijs, K. G. A. Mar 2014 in European Journal of Cancer 50 p. S62-S62
• Combined recipe for clinical target volume and planning target volume margins
  Stroom, J., Gilhuijs, K.G.A., Vieira, S., Chen, W., Salguero, J., Moser, E., Sonke, J.J. 2014 in International Journal of Radiation Oncology Biology Physics 88 (3), p. 708-714
• Imaging features of HER2 overexpression in breast cancer: A systematic review and meta-analysis
  Elias, S.G., Adams, A.L.L., Wisner, D.J., Esserman, L.J., van 't Veer, L.J., Mali, W.P.T.M., Gilhuijs, K.G.A., Hylton, N.M. 2014 in Cancer Epidemiology Biomarkers & Prevention 23 (8), p. 1464-1483
• Sequential (18)F-FDG PET/CT for early prediction of complete pathological response in breast and axilla during neoadjuvant chemotherapy
  Koolen, B.B., Pengel, K.E., Wesseling, J., Vogel, W.V., Vrancken Peeters, M.J., Vincent, A.D., Gilhuijs, K.G.A., Rodenhuis, S, Rutgers, E.J.Th., Valdes Olmos, R.A. 2014 in European Journal of Nuclear Medicine and Molecular Imaging 41 (1), p. 32
• Avoiding preoperative breast MRI when conventional imaging is sufficient to stage patients eligible for breast conserving therapy
  Pengel, K.E., Loo, C.E., Wesseling, J., Pijnappel, R.M., Rutgers, E.J., Gilhuijs, K.G.A. 2014 in European Journal of Radiology 83 (2), p. 273-278
• Current clinical indications for magnetic resonance imaging of the breast
  Knuttel, F.M., Menezes, G.L.G., van den Bosch, M.A.A.J., Gilhuijs, K.G.A., Peters, H.G.M. 2014 in Journal of Surgical Oncology 110 (1), p. 26-31
• Combined use of (18)F-FDG PET/CT and MRI for response monitoring of breast cancer during neoadjuvant chemotherapy
  Pengel, K.E., Koolen, B.B., Loo, C.E., Vogel, W.V., Wesseling, J., Lips, E.H., Rutgers, E.J.Th., Valdes Olmos, R.A., Vrancken Peeters, M.J., Rodenhuis, S, Gilhuijs, K.G.A. 2014 in European Journal of Nuclear Medicine and Molecular Imaging 41 (8), p. 1515-1524
• Association between rim enhancement of breast cancer on dynamic contrast-enhanced MRI and patient outcome: impact of subtype
  Schmitz, A.M.T., Loo, C.E., Wesseling, J., Pijnappel, R.M., Gilhuijs, K.G.A. 2014 in Breast Cancer Research and Treatment 148 (3), p. 541-551
• A simulation framework for modeling tumor control probability in breast conserving therapy
  Chen, W., Gilhuijs, K.G.A., Stroom, J., Bartelink, H., Sonke, J.J. 2014 in Radiotherapy & Oncology 111 (2), p. 289-295
• Agreement on indication for systemic therapy between biopsied tissue and surgical excision specimens in breast cancer patients
  Schmitz, A.M.T., Oudejans, J.J., Gilhuijs, K.G.A. 2014 in PLoS ONE [E] 9 (3), p. e91439
• Combining 18F-FDG PET/CT and MRI in monitoring neoadjuvant chemotherapy in breast cancer: Scenarios and decision modeling to inform development decisions in an early stage
  Cases, A. Miquel, Steuten, L. M. G., Gilhuijs, K. G. A., Retel, V. P., Van Harten, W. H. Sep 2013 in European Journal of Cancer 49 p. S332-S332
• Early Assessment of Axillary Response with F-18-FDG PET/CT during Neoadjuvant Chemotherapy in Stage II-III Breast Cancer: Implications for Surgical Management of the Axilla
  Koolen, B.B., Valdes Olmos, R.A., Wesseling, J., Vogel, W.V., Vincent, A.D., Gilhuijs, K.G.A., Rodenhuis, S, Rutgers, E.J., Vrancken Peeters, M.J. Jul 2013 in Annals of Surgical Oncology 20 (7), p. 2227-2235
• Semi-automated primary tumor volume measurements by dynamic contrast-enhanced MRI in patients with head and neck cancer
  Lodder, W.L., Gilhuijs, K.G.A., Lange, C.A., Pameijer, F.A., Balm, A.J., van den Brekel, M.W.M. 2013 in Head and Neck 35 (4), p. 521-526
• Dynamic contrast-enhanced and ultra-high-resolution breast MRI at 7.0 Tesla
  Stehouwer, B.L., Klomp, D.W.J., van den Bosch, M.A.A.J., Korteweg, M.A., Gilhuijs, K.G.A., Witkamp, A.J., van Diest, P.J., Houwert, K.A.F., van der Kemp, W.J.M., Luijten, P.R., Mali, W.P.T.M., Veldhuis, W.B. 2013 in European Radiology 23 (11), p. 2961-2968
• Neoadjuvant chemotherapy adaptation and serial MRI response monitoring in ER-positive HER2-negative breast cancer
  Rigter, L.S., Loo, C.E., Linn, S.C., Sonke, G.S., van Werkhoven, E., Lips, E.H., Warnars, H.A., Doll, P.K., Bruining, A., Mandjes, I.A.M., Vrancken Peeters, M.J., Wesseling, J., Gilhuijs, K.G.A., Rodenhuis, S 2013 in British Journal of Cancer 109 (12), p. 2965-2972
• Fully automated deformable registration of breast DCE-MRI and PET/CT
  Dmitriev, I.D., Loo, C.E., Vogel, W.V., Pengel, K.E., Gilhuijs, K.G.A. 2013 in Physics in Medicine and Biology 58 (4), p. 1221-1233
• MR-guided High-Intensity Focused Ultrasound ablation of breast cancer with a dedicated breast platform
  Merckel, L.G., Bartels, L.W., Köhler, M.O., van den Bongard, H.J.G.D., Deckers, R.H.R., Mali, W.P.T.M., Binkert, C.A., Moonen, C.T.W., Gilhuijs, K.G.A., van den Bosch, M.A.A.J. 2013 in Cardiovascular and Interventional Radiology 36 (2), p. 292-301
• FDG PET/CT during neoadjuvant chemotherapy may predict response in ER-positive/HER2-negative and triple negative, but not in HER2-positive breast cancer
  Koolen, B.B., Pengel, K.E., Wesseling, J., Vogel, W.V., Vrancken Peeters, M.J., Vincent, A.D., Gilhuijs, K.G.A., Rodenhuis, S, Rutgers, E.J., Valdes Olmos, R.A. 2013 in The Breast 22 (5), p. 691-697
• MRI of the breast in patients with DCIS to exclude the presence of invasive disease
  Deurloo, E.E., Sriram, J.D., Teertstra, H.J., Loo, C.E., Wesseling, J., Rutgers, E.J., Gilhuijs, K.G.A. Jul 2012 in European Radiology 22 (7), p. 1504-1511
• Extending the Webb-Nahum Tumour Control Probability Model for Breast Conserving Therapy
  Chen, W., Gilhuijs, K., Stroom, J., Sonke, J-J Jun 2012 in Medical Physics 39 (6), p. 3994-3995
• Relevance of Breast Cancer Subtypes in Response Monitoring with 18F-FDG PET/CT During Neoadjuvant Chemotherapy
  Koolen, B. B., Pengel, K. E., Wesseling, J., Vogel, W. V., Vrancken, Peeters M-J T., Gilhuijs, K. G., Rutgers, E. J., Valdes, Olmos R. A. Mar 2012 in European Journal of Cancer 48 p. S42-S42
• Association of primary tumour FDG uptake with clinical, histopathological and molecular characteristics in breast cancer patients scheduled for neoadjuvant chemotherapy
  Koolen, B.B., Vrancken Peeters, M.J., Wesseling, J., Lips, E.H., Vogel, W.V., Aukema, T.S., van Werkhoven, E., Gilhuijs, K.G.A., Rodenhuis, S., Rutgers, E.J., Valdes Olmos, R.A. Dec 2012 in European Journal of Nuclear Medicine and Molecular Imaging 39 (12), p. 1830-1838
• MICROSCOPIC DISEASE EXTENSION IN THREE DIMENSIONS FOR NON-SMALL-CELL LUNG CANCER: DEVELOPMENT OF A PREDICTION MODEL USING PATHOLOGY-VALIDATED POSITRON EMISSION TOMOGRAPHY AND COMPUTED TOMOGRAPHY FEATURES
  van Loon, Judith, Siedschlag, Christian, Stroom, Joep, Blauwgeers, Hans, van Suylen, Robert-Jan, Knegjens, Joost, Rossi, Maddalena, van Baardwijk, Angela, Boersma, Liesbeth, Klomp, Houke, Vogel, Wouter, Burgers, Sjaak, Gilhuijs, Kenneth Jan 2012 in International Journal of Radiation Oncology Biology Physics 82 (1), p. 448-456
• TH‐C‐213AB‐07: Extending the Webb‐Nahum Tumour Control Probability Model for Breast Conserving Therapy
  Chen, W., Gilhuijs, K., Stroom, J., Sonke, J‐j Jan 2012 in Medical Physics 39 (6), p. 3994-3995
• Pre-treatment imaging and pathology characteristics of invasive breast cancers of limited extent: Potential relevance for MRI-guided localized therapy
  Schmitz, A.C., Pengel, K.E., Loo, C.E., van den Bosch, M.A.A.J., Wesseling, J., Gertenbach, M., Alderliesten, T., Mali, W.P.T.M., Rutgers, E.J.T., Bartelink, H., Gilhuijs, K.G.A. 2012 in Radiotherapy & Oncology 104 (1), p. 11-18
• Impact of negative margin width on local recurrence in breast conserving therapy
  Chen, W., Stroom, J., Sonke, J.J., Bartelink, H., Schmitz, A.C., Gilhuijs, K.G.A. 2012 in Radiotherapy & Oncology 104 (2), p. 148-154
• Combined Use of 18F-FDG PET/CT and MRI To Monitor Breast Cancer Response during Neoadjuvant Chemotherapy.
  Pengel, K. E., Koolen, B. B., Vogel, W., Valdes, Olmos R., Wesseling, J., Vrancken, Peeters M-J, Loo, C. E., Gilhuijs, K. G. Dec 2011 in Cancer Research 71
• Computer-Derived Breast MRI Features Have Complementary Value for Preoperative Selection of Systemic Drug Therapy in Node-Negative Stage-I/II Breast Cancer Patients.
  Gilhuijs, K. G. A., Pengel, K. E., Dmitriev, I., Paape, A., Rutgers, E. E. J. T. H., Wesseling, J., Loo, C. E. Dec 2011 in Cancer Research 71
• Relevance of Magnetic Resonance Imaging To Predict Disease-Free Survival after Neoadjuvant Chemotherapy of Breast Cancer.
  Loo, C. E., Vrancken, Peeters M-J T. F. D., Wesseling, J., Gilhuijs, K. G. A. Dec 2011 in Cancer Research 71
• Excised and irradiated volumes in relation to the tumor size in breast-conserving therapy
  den Hartogh, M.D., van Asselen, B., Monninkhof, E.M., van den Bosch, M.A.A.J., van Vulpen, M., van Diest, P.J., Gilhuijs, K.G.A., Witkamp, A.J., van de Bunt, L., Mali, W.P.T.M., van den Bongard, H.J.G.D. Oct 2011 in Breast Cancer Research and Treatment 129 (3), p. 857-865
• Magnetic resonance imaging response monitoring of breast cancer during neoadjuvant chemotherapy: relevance of breast cancer subtype
  Loo, C.E., Straver, M.E., Rodenhuis, S, Muller, S.H., Wesseling, J., Vrancken Peeters, M.J., Gilhuijs, K.G.A. 2011 in Journal of Clinical Oncology 29 (6), p. 660-666
• Radioactive Seed Localization of Breast Lesions: An Adequate Localization Method without Seed Migration
  Alderliesten, Tanja, Loo, Claudette E., Pengel, Kenneth E., Rutgers, Emiel J. Th., Gilhuijs, Kenneth G. A., Peeters, Marie-Jeanne T. F. D. Vrancken 2011 in The Breast Journal 17 (6), p. 594-601
• The impact of microscopic disease on the tumor control probability in non-small-cell lung cancer
  Siedschlag, C., Boersma, L., van Loon, J., Rossi, M., van Baardwijk, A., Gilhuijs, K.G.A., Stroom, J. 2011 in Radiotherapy & Oncology 100 (3), p. 344-350
• Feasibility of FDG PET/CT to monitor the response of axillary lymph node metastases to neoadjuvant chemotherapy in breast cancer patients
  Straver, Marieke E., Aukema, Tjeerd S., Olmos, Renato A. Valdes, Rutgers, Emiel J. T., Gilhuijs, Kenneth G. A., Schot, Margaret E., Vogel, Wouter V., Peeters, Marie-Jeanne T. F. D. Vrancken Jun 2010 in European Journal of Nuclear Medicine and Molecular Imaging 37 (6), p. 1069-1076
• On the feasibility of MRI-guided navigation to demarcate breast cancer for breast-conserving surgery
  Alderliesten, Tanja, Loo, Claudette, Paape, Anita, Muller, Sara, Rutgers, Emiel, Peeters, Marie-Jeanne Vrancken, Gilhuijs, Kenneth Jun 2010 in Medical Physics 37 (6Part1), p. 2617-2626
• CORRELATION OF IMAGING AND HISTOPATHOLOGY IN COLD SPOTS ON FDG PET SCANS OF NON SMALL-CELL LUNG CANCER (NSCLC) PATIENTS
  Siedschlag, C., Belderbos, J., Sonke, J., Stroom, J., Gilhuijs, K., Boersma, L. N., van Loon, J., van Baardwijk, A., van Suylen, R., Rossi, M. May 2010 in Journal of Thoracic Oncology 5 (5), p. S71-S72
• MRI-Model to Guide the Surgical Treatment in Breast Cancer Patients After Neoadjuvant Chemotherapy
  Straver, Marieke E., Loo, Claudette E., Rutgers, Emiel J. T., Oldenburg, Hester S. A., Wesseling, Jelle, Peeters, Marie-Jeanne T. F. D. Vrancken, Gilhuijs, Kenneth G. A. Apr 2010 in Annals of Surgery 251 (4), p. 701-707
• MRI of the breast in patients with DCIS to exclude presence of invasive disease
  Deurloo, E. E., Sriram, J. D., Teertstra, H. J., Loo, C. E., Wesseling, J., Rutgers, E. J. T. H., Gilhuijs, K. G. A. Mar 2010 in The European Journal of Cancer, Supplements 8 (3), p. 176-176
• Detection of extra-axillary lymph nodes with FDG PET/CT in patients with locally advanced breast cancer
  Aukema, T. S., Straver, M. E., Peeters, M. T. F. D. Vrancken, Russell, N. S., Gilhuijs, K. G., Vogel, W. V., Rutgers, E. J. T., Olmos, R. A. Valdes Mar 2010 in The European Journal of Cancer, Supplements 8 (3), p. 231-231
• A practical approach to additional lesions at preoperative breast MRI in patients eligible for BCT - Results
  Elshof, L. E., Pengel, K. E., Deurloo, E. E., Paape, A., Rutgers, E. J., Gilhuijs, K. G. A. Mar 2010 in The European Journal of Cancer, Supplements 8 (3), p. 227-227
• Predictive markers for breast cancers of limited extent
  Schmitz, A., Pengel, K., Loo, C. E., van den Bosch, M. A. A. J., Peters, J. L., Gertenbach, M., Bartelink, H., Rutgers, E. J., Gilhuijs, K. Mar 2010 in The European Journal of Cancer, Supplements 8 (3), p. 228-228
• Potential value of color-coded dynamic breast-specific gamma-imaging; comparing Tc-99m-(V)-DMSA, Tc-99m-MIBI, and Tc-99m-HDP in a mouse mammary tumor model
  van Leeuwen, Fijs W. B., Buckle, Tessa, Batteau, Lukas, Pool, Bert, Sinaasappel, Michiel, Jonkers, Jos, Gilhuijs, Kenneth G. A. Dec 2010 in Applied Radiation and Isotopes 68 (12), p. 2117-2124
• Detection of extra-axillary lymph node involvement with FDG PET/CT in patients with stage II-III breast cancer
  Aukema, Tjeerd S., Straver, Marieke E., Peeters, Marie-Jeanne T. F. D. Vrancken, Russell, Nicola S., Gilhuijs, Kenneth G. A., Vogel, Wouter V., Rutgers, Emiel J. T., Olmos, Renato A. Valdes Dec 2010 in European Journal of Cancer 46 (18), p. 3205-3210
• A practical approach to manage additional lesions at preoperative breast MRI in patients eligible for breast conserving therapy: results
  Elshof, Lotte E., Rutgers, Emiel J. Th, Deurloo, Eline E., Loo, Claudette E., Wesseling, Jelle, Pengel, Kenneth E., Gilhuijs, Kenneth G. A. Dec 2010 in Breast Cancer Research and Treatment 124 (3), p. 707-715
• Detection of extra-axillary lymph nodes with FDG PET/CT in patients with stage II-III breast cancer
  Aukema, T. S., Straver, M. E., Peeters, M. T. F. D. Vrancken, Russell, N. S., Gilhuijs, K. G. A., Vogel, W. V., Rutgers, E. J. T., Olmos, R. A. Valdes Oct 2010 in European Journal of Nuclear Medicine and Molecular Imaging 37 p. S246-S246
• The impact of preoperative breast MRI on the re-excision rate in invasive lobular carcinoma of the breast
  Mann, R. M., Loo, C. E., Wobbes, T., Bult, P., Barentsz, J. O., Gilhuijs, K. G. A., Boetes, C. Jan 2010 in Breast Cancer Research and Treatment 119 (2), p. 415-422
• Breast tomosynthesis in clinical practice: initial results
  Teertstra, H.J., Loo, C.E., van den Bosch, M.A.A.J., van Tinteren, H., Rutgers, E.J., Muller, S.H., Gilhuijs, K.G.A. Jan 2010 in European Radiology 20 (1), p. 16-24
• Precise correlation between MRI and histopathology - exploring treatment margins for MRI-guided localized breast cancer therapy
  Schmitz, A.C., van den Bosch, M.A.A.J., Loo, C.E., Mali, W.P.T.M., Bartelink, H., Gertenbach, M., Holland, R., Peterse, J.L., Rutgers, E.J., Gilhuijs, K.G.A. 2010 in Radiotherapy & Oncology 97 (2), p. 225-232
• Tumor bracketing and safety margin estimation using multimodal marker seeds: a proof of concept
  Buckle, Tessa, Chin, Patrick T. K., van den Berg, Nynke S., Loo, Claudette E., Koops, Wim, Gilhuijs, Kenneth G. A., van Leeuwen, Fijs W. B. 2010 in Journal of Biomedical Optics 15 (5),
• Breast MRI and preoperative factors associated with cancers of limited extent in wide-local excision specimens
  Gilhuijs, K. G. A., Schmitz, A. C., Pengel, K., Loo, C. E., Peterse, J. L., Gertenbach, M., Van den Bosch, M. A., Bartelink, H., Rutgers, E. Sep 2009 in The European Journal of Cancer, Supplements 7 (2), p. 172-172
• Computer-assisted prediction of microscopic disease extension around non-small cell lung cancer using a pathology-validated PET/CT classifier
  Siedschlag, C., van Loon, J., van Baardwijk, A., Rossi, M. M. G., van Suylen, R. J., Blaauwgeers, J. L. G., Klomp, H., Stroom, J., Boersma, L., Gilhuijs, K. G. A. Sep 2009 in The European Journal of Cancer, Supplements 7 (2), p. 518-518
• Feasibilty of FDG-PET/CT for response monitoring of the axilla in breast cancer patients.
  Straver, M. E., Aukema, T. S., Olmos, R. A. Valdes, Rutgers, E. J. T., Gilhuijs, K. G. A., Vogel, W. V., Peeters, M. T. F. D. Vrancken Sep 2009 in European Journal of Nuclear Medicine and Molecular Imaging 36 p. S163-S163
• Pathology-validated automated volumetric tumour segmentation in 4D-PET vs 3D-PET of NSCLC
  Boersma, L., van Loon, J., van Baardwijk, A., Siedschlag, C., van Suylen, R. J., Rossi, M., Blaauwgeers, J., Klomp, H., Stroom, J., Gilhuijs, K. Sep 2009 in The European Journal of Cancer, Supplements 7 (2), p. 538-538
• Analysis of the relative deformation of lung lobes before and after surgery in patients with NSCLC
  Siedschlag, Ch, van Loon, J, van Baardwijk, A., Rossi, M. M. G., van Pel, R., Blaauwgeers, J. L. G., van Suylen, R. J., Boersma, L., Stroom, J., Gilhuijs, K. G. A. Sep 2009 in Physics in Medicine and Biology 54 (18), p. 5483-5492
• The impact of preoperative MRI on breast-conserving surgery of invasive cancer: a comparative cohort study
  Pengel, K. E., Loo, C. E., Teertstra, H. J., Muller, S. H., Wesseling, J., Peterse, J. L., Bartelink, H., Rutgers, E. J., Gilhuijs, K. G. A. Jul 2009 in Breast Cancer Research and Treatment 116 (1), p. 161-169
• USING HISTOPATHOLOGY BREAST CANCER DATA TO REDUCE CLINICAL TARGET VOLUME MARGINS AT RADIOTHERAPY
  Stroom, Joep, Schlief, Angelique, Alderliesten, Tanja, Peterse, Hans, Bartelink, Harry, Gilhuijs, Kenneth Jul 2009 in International Journal of Radiation Oncology Biology Physics 74 (3), p. 898-905
• Visualization of invasive breast cancer and its subclinical disease spread within the breast: Precise correlation between MR imaging findings and histopathologic findings
  Schmitz, A C, van den Bosch, M A, Loo, C, Peterse, J L, Gertenbach, M, Mali, W P, Rutgers, E J, Gilhuijs, K G May 2009 in Journal of Clinical Oncology 27 (15_suppl), p. 610
• Noninvasive functional imaging of P-glycoprotein-mediated doxorubicin resistance in a mouse model of hereditary breast cancer to predict response, and assign P-gp inhibitor sensitivity
  van Leeuwen, Fijs W. B., Buckle, Tessa, Kersbergen, Ariena, Rottenberg, Sven, Gilhuijs, Kenneth G. A. Mar 2009 in European Journal of Nuclear Medicine and Molecular Imaging 36 (3), p. 406-412
• Accuracy of MRI in selecting patients for breast conserving therapy after neoadjuvant chemotherapy.
  Straver, M. E., Loo, C. E., Vrancken-Peeters, M-J T., Rutgers, E. J., Gilhuijs, K. Jan 2009 in Cancer Research 69 (2), p. 253S-253S
• Re: "MR-Guided Focused Ultrasound for Malignant Tumors: The Importance of Margins"
  Schmitz, Annemarie C., van den Bosch, Maurice A A J, Gilhuijs, Kenneth G. Jan 2009 in Journal of the American College of Radiology 6 (11),
• Interpretation of contrast enhanced MRI for early prediction of breast-cancer response to neoadjuvant chemotherapy: Initial results
  Loo, C. E., Teertstra, H. J., Rodenhuis, S., de Vijver, M. J. Van, Hannemann, J., Muller, S. H., Peeters, M. J. Vrancken, Gilhuijs, K. G. A. Apr 2008 in The European Journal of Cancer, Supplements 6 (7), p. 112-112
• The sensitivity of breast tomosynthesis compared to digital mammography in the detection of breast cancer in patients referred to an outpatient breast clinic, a prospective analysis
  Teertstra, H. J., Loo, C. E., Muller, S., Rutgers, E. J. T., Gilhuijs, K. G. A. Apr 2008 in The European Journal of Cancer, Supplements 6 (7), p. 98-99
• Potential impact of preoperative MRI on breast-conserving surgery of invasive breast cancer
  Pengel, K. E., Schlief, A., Paape, A., Teertstra, J., Muller, S., Bartelink, H., Rutgers, E., Gilhuijs, K. G. A. Apr 2008 in The European Journal of Cancer, Supplements 6 (7), p. 62-62
• Impact of anatomical location on value of CT-PET co-registration for delineation of lung tumors
  Fitton, Isabelle, Steenbakkers, Roel J. H. M., Gilhuijs, Kenneth, Duppen, Joop C., Nowak, Peter J. C. M., van Herk, Marcel, Rasch, Coen R. N. Apr 2008 in International Journal of Radiation Oncology Biology Physics 70 (5), p. 1403-1407
• The Effect of Margins on the Clinical Management of Ductal Carcinoma In Situ of the Breast
  Meijnen, Philip, Gilhuijs, Kenneth G., Rutgers, Emiel J. Th. Dec 2008 in Journal of Surgical Oncology 98 (8), p. 579-584
• Dynamic Contrast-Enhanced MRI for Prediction of Breast Cancer Response to Neoadjuvant Chemotherapy: Initial Results
  Loo, Claudette E., Teertstra, H. Jelle, Rodenhuis, Sjoerd, de Vijver, Marc J. van, Hannemann, Juliane, Muller, Saar H., Peeters, Marie-Jeanne Vrancken, Gilhuijs, Kenneth G. A. Nov 2008 in American Journal of Roentgenology 191 (5), p. 1331-1338
• Neoadjuvante systemische therapie bij het primair operabel mammacarcinoom: meer voordelen dan alleen borstsparende behandeling
  Straver, M E, van Adrichem, J C, Rutgers, E J Th, Rodenhuis, S, Linn, S.C., Loo, C E, Gilhuijs, K G, Wesseling, J, Oldenburg, H S A, Russell, N S, Antonini, N, Vrancken Peeters, M T F D Nov 2008 in Nederlands tijdschrift voor geneeskunde 152 (46), p. 2519-2525
• Prone PET/CT using an MRI coil for integrated PET-MRI breast cancer imaging
  Vogel, W.V., Rooze, L., Straver, M. E., Peeters, M. Vrancken, Siedschlag, C., Olmos, R. A. Valdes, Gilhuijs, K. Oct 2008 in European Journal of Nuclear Medicine and Molecular Imaging 35 p. S257-S257
• Feasibility of pathology-correlated lung imaging for accurate target definition of lung tumors
  Stroom, Joep, Blaauwgeers, Hans, van Baardwijk, Angela, Boersnia, Liesbeth, Lebesque, Joos, Theuws, Jacqueline, van Suylen, Robert-Jan, Klomp, Houke, Ltesker, Koen, van Pel, Rente, Siedschlag, Chrtstian, Gilhuijs, Kenneth Sep 2007 in International Journal of Radiation Oncology Biology Physics 69 (1), p. 267-275
• Accurate target definition of NSCLC using CT-pathology matching
  Siedschlag, C., Stroom, J., van Baardwijk, A., Boersma, L., Gilhuijs, K. Sep 2007 in Radiotherapy & Oncology 84 p. S36-S37
• Selective induction of chemotherapy resistance of mammary tumors in a conditional mouse model for hereditary breast cancer
  Rottenberg, Sven, Nygren, Anders O. H., Pajic, Marina, van Leeuwen, Fijs W. B., van der Heijden, Ingrid, van de Wetering, Koen, Liu, Xiaoling, Visser, Karin E. Cle, Gilhuijs, Kenneth G., Van Tellingen, Olaf, Schouten, Jan P., Jonkers, Jos, Borst, Piet Jul 2007 in Proceedings of the National Academy of Sciences of the United States of America 104 (29), p. 12117-12122
• Validation of semiautomatic measurement of the extent of breast tumors using contrast-enhanced magnetic resonance imaging
  Alderliesten, Tanja, Schlief, Angelique, Peterse, Johannes, Loo, Claudette, Teertstra, Hendrik, Muller, Sara, Gilhuijs, Kenneth Jan 2007 in Investigative Radiology 42 (1), p. 42-49
• Contrast-enhanced MRI in breast cancer patients eligible for breast-conserving therapy: complementary value for subgroups of patients
  Deurloo, EE, Klein Zeggelink, W., Teertstra, HJ, Peterse, JL, Rutgers, EJT, Muller, S., Bartelink, H, Gilhuijs, KGA Mar 2006 in European Radiology 16 (3), p. 692-701
• The effect of undersampling at pathology on the assessment of safety margins for microscopic disease at radiotherapy
  Stroom, J., Blaauwgeers, J., Lebesque, J., Gilhuijs, K. Oct 2006 in Radiotherapy & Oncology 81 p. S140-S140
• Ultrasonography and fine-needle aspiration cytology can spare breast cancer patients unnecessary sentinel lymph node biopsy
  van Rijk, M. C., Deurloo, E. E., Nieweg, O. E., Gilhuijs, K. G. A., Peterse, J. L., Rutgers, E. J. T., Kroger, R., Kroon, B. B. R. Jan 2006 in Annals of Surgical Oncology 13 (1), p. 31-35
• Additional breast lesions in patients eligible for breast-conserving therapy by MRI: Impact on preoperative management and potential benefit of computerised analysis
  Deurloo, EE, Peterse, JL, Rutgers, EJT, Besnard, APE, Muller, S., Gilhuijs, KGA Jul 2005 in European Journal of Cancer 41 (10), p. 1393-1401
• Impact of anatomical location of primary tumor in lung on value of CT-PET co-registration for delineation
  Fitton, I, Gilhuijs, K, Steenbakkers, R, Duppen, J, Nowak, P, van Herk, M, Rasch, C Jul 2005 in Lung Cancer 49 p. S211-S211
• Clinically and mammographically occult breast lesions on MR images: Potential effect of computerized assessment on clinical reading
  Deurloo, EE, Muller, SH, Peterse, JL, Besnard, APE, Gilhuijs, KGA Mar 2005 in Radiology 234 (3), p. 693-701
• Clinical guidelines for early detection of tumor response to neoadjuvant chemotherapy for breast cancer using contrast-enhanced MRI.
  Loo, CE, Schlief, AT, van der Vijver, MJ, Muller, S., Rodenhuis, S, Gilhuijs, KG 2005 in Breast Cancer Research and Treatment 94 p. S205-S205
• Assessment of analysis-of-variance-based methods to quantify the random variations of observers in medical imaging measurements: Guidelines to the investigator
  Klein Zeggelink, W.F., Hart, AAM, Gilhuijs, KGA Jul 2004 in Medical Physics 31 (7), p. 1996-2007
• Impact of random variations in the measurements of tumor extent on the WHO and the RECIST guidelines for solid breast tumors
  Zeggelink, W. F. A. Klein, Deurloo, E. E., Bartelink, H., Rutgers, E. J. T., Gilhuijs, K. G. A. Mar 2004 in The European Journal of Cancer, Supplements 2 (3), p. 91-92
• Clinically and mammographically occult breast lesions at MR Imaging: potential impact of computerized assessment on clinical reading
  Deurloo, E. E., Muller, S. H., Peterse, J. L., Besnard, A. P. E., Gilhuijs, K. G. A. Mar 2004 in The European Journal of Cancer, Supplements 2 (3), p. 91-91
• Additional breast lesions in patients with breast cancer at MR imaging: impact on clinical management
  Deurloo, E. E., Peterse, J. L., Rutgers, E. J. T., Besnard, A.P.E., Gilhuijs, K. G. A. Mar 2004 in The European Journal of Cancer, Supplements 2 (3), p. 87-87
• Application of video imaging for improvement of patient set-up
  Ploeger, L.S., Frenay, M., Betgen, A., de Bois, J.A., Gilhuijs, K.G.A., van Herk, M. Sep 2003 in Radiotherapy & Oncology 68 (3), p. 277-284
• Quantification of random variations in assessment of tumor extent in the breast using multiple image modalities
  Klein Zeggelink, W., Deurloo, E, Muller, S., Gilhuijs, K Jun 2003 in Medical Physics 30 (6), p. 1453-1453
• Reduction in the number of sentinel lymph node procedures by preoperative ultrasonography of the axilla in breast cancer
  Deurloo, EE, Tanis, PJ, Gilhuijs, KGA, Muller, S., Kroger, R, Peterse, JL, Rutgers, EJT, Olmos, RV, Schultze Kool, L.J. May 2003 in European Journal of Cancer 39 (8), p. 1068-1073
• Feasibility of geometrical verification of patient set-up using body contours and computed tomography data
  Ploeger, L.S., Betgen, A., Gilhuijs, K.G.A., van Herk, M. Feb 2003 in Radiotherapy & Oncology 66 (2), p. 225-233
• Reproducibility of the assessment of tumor extent in the breast using multiple image modalities
  Klein Zeggelink, W., Deurloo, EE, Bartelink, H, Rutgers, EJT, Gilhuijs, KGA Nov 2003 in Medical Physics 30 (11), p. 2919-2926
• Reproducibility of mammary gland structure during repeat setups in a supine position
  Klein Zeggelink, W., Deurloo, EE, Muller, S., Schultze Kool, L.J., Gilhuijs, KGA Sep 2002 in Medical Physics 29 (9), p. 2062-2069
• Geometrical reproducibility of the structure of the breast during repeat setups in supine orientation
  Zeggelink, WK, Deurloo, E, Muller, S, Gilhuijs, K Jun 2002 in Medical Physics 29 (6), p. 1287-1287
• A method for geometrical verification of dynamic intensity modulated radiotherapy using a scanning electronic portal imaging device
  Ploeger, LS, Smitsmans, MHP, Gilhuijs, KGA, van Herk, M Jun 2002 in Medical Physics 29 (6), p. 1071-1079
• Application of mri to diagnosis and treatment of breast cancer
  Gilhuijs, KGA, Deurloo, EE, Muller, SH, Zeggelink, WFAK, van Vliet, M, Peterse, JL, van de Vijver, M, Rutgers, EJT, Kool, LJS, Bartelink, H Mar 2002 in European Journal of Cancer 38 p. S47-S47
• Does ultrasonographic examination of the axilla in the preoperative screening of breast cancer patients reduce the number of sentinel lymph node procedures?
  Deurloo, EE, Tanis, PJ, Gilhuijs, KGA, Muller, SH, Kroger, R, Peterse, JL, Rutgers, EJT, Olmos, RV, Kool, LJS Mar 2002 in European Journal of Cancer 38 p. S58-S58
• First clinical experience with a computer aided diagnosis system for the assessment of breast lesions in contrast-enhanced MRI
  Deurloo, EE, Muller, SH, Kool, LJS, Gilhuijs, KGA Mar 2002 in European Journal of Cancer 38 p. S138-S138
• Breast MR imaging in women at increased lifetime risk of breast cancer: Clinical system for computerized assessment of breast lesions - Initial results
  Gilhuijs, KGA, Deurloo, EE, Muller, SH, Peterse, JL, Kool, LJS Dec 2002 in Radiology 225 (3), p. 907-916
• First experience with a computer-aided diagnosis system for the assessment of breast lesions in contrast-enhanced MRI
  Deurloo, EE, Muller, SH, Peterse, JL, Gilhuijs, KG Nov 2002 in Radiology 225 p. 651-652
• Reduction of the number of sentinel lymph node procedures by preoperative ultrasonography of the axilla in breast cancer
  Deurloo, EE, Tanis, PJ, Gilhuijs, KG, Muller, SH, Kroger, R, Peterse, JL Nov 2002 in Radiology 225 p. 367-367
• Displacement of breast tissue and needle deviations during stereotactic procedures
  Deurloo, EE, Gilhuijs, KGA, Kool, LJS, Muller, SH Jun 2001 in Investigative Radiology 36 (6), p. 347-353
• Accurate measurement of the dynamic response of a scanning electronic portal imaging device
  Ploeger, LS, Smitsmans, MHP, Gilhuijs, KGA, van Herk, M Mar 2001 in Medical Physics 28 (3), p. 310-316
• 3-D portal image analysis in clinical practice: An evaluation of 2-D and 3-D analysis techniques as applied to 30 prostate cancer patients
  Remeijer, P, Geerlof, E, Ploeger, L, Gilhuijs, K, van Herk, M, Lebesque, JV Mar 2000 in International Journal of Radiation Oncology Biology Physics 46 (5), p. 1281-1290
• Computerized analysis of breast lesions in three dimensions using dynamic magnetic-resonance imaging
  Gilhuijs, KGA, Giger, ML, Bick, U Sep 1998 in Medical Physics 25 (9), p. 1647-1654
• The use of computerized analysis to improve the objectivity of breast cancer diagnosis from contrast-enhanced MR images
  Gilhuijs, KG, Giger, ML, Bick, U Nov 1998 in Radiology 209P p. 468-469
• Imaging processing for evaluation and reduction of geometrical uncertainties in prostate irradiation
  vanHerk, M, Barrilot, I, Bel, A, Bijhold, J, Bruce, A, deMunck, J, Geerlof, E, Gilhuijs, KGA, Lebesque, JV, Rasch, C, Remeijer, P, Touw, A, vandeVen, P, Vijlbrief, R Sep 1997 in European Journal of Cancer 33 (Supplement 8), p. S137
• Effect of image artifacts, organ motion, and poor segmentation on the reliability and accuracy of three-dimensional chamfer matching
  Van Herk, M., Gilhuijs, K. G A, De Munck, J., Touw, A. Dec 1997 in Computer Aided Surgery 2 (6), p. 346-355
• The effect of image artifacts, organ motion and poor segmentation on the reliability and accuracy of 3D chamfer matching
  vanHerk, M, Gilhuijs, KGA, deMunck, JC, Touw, A 1997 in The effect of image artifacts, organ motion and poor segmentation on the reliability and accuracy of 3D chamfer matching: CVRMED-MRCAS'97 p. 715-724 (; vol. )
• Interactive three dimensional inspection of patient setup in radiation therapy using digital portal images and computed tomography data
  Gilhuijs, KGA, Drukker, K, Touw, A, vandeVen, PJH, vanHerk, M Mar 1996 in International Journal of Radiation Oncology Biology Physics 34 (4), p. 873-885
• Automatic three-dimensional inspection of patient setup in radiation therapy using portal images, simulator images, and computed tomography data
  Gilhuijs, KGA, vandeVen, PJH, vanHerk, M Mar 1996 in Medical Physics 23 (3), p. 389-399
• OPTIMIZATION OF AUTOMATIC PORTAL IMAGE-ANALYSIS
  GILHUIJS, KGA, TOUW, A, VANHERK, M, VIJLBRIEF, RE Jul 1995 in Medical Physics 22 (7), p. 1089-1099
• Electronic portal imaging
  vanHerk, M, Bel, A, Gilhuijs, KGA, Lebesque, JV, vanDalen, A, vanderVen, P, Vijlbrief, R 1995 in BULLETIN DU CANCER 82 p. S601-S606
• A COMPREHENSIVE SYSTEM FOR THE ANALYSIS OF PORTAL IMAGES
  VANHERK, M, BEL, A, GILHUIJS, KGA, VIJLBRIEF, RE Nov 1993 in Radiotherapy & Oncology 29 (2), p. 221-229
• ROLE OF ELECTRONIC PORTAL IMAGING IN HIGH DOSE/HIGH PRECISION RADIOTHERAPY
  VANHERK, M, GILHUIJS, K, WILLIAMS, P, CINQUIN, P, CIONINI, L, SWINDELL, W Nov 1993 in Radiotherapy & Oncology 29 (2), p. 269-270
• AN ALGORITHM FOR AUTOMATIC-ANALYSIS OF PORTAL IMAGES - CLINICAL-EVALUATION FOR PROSTATE TREATMENTS
  GILHUIJS, KGA, ELGAYED, AAH, VANHERK, M, VIJLBRIEF, RE Nov 1993 in Radiotherapy & Oncology 29 (2), p. 261-268
• AUTOMATIC ONLINE INSPECTION OF PATIENT SETUP IN RADIATION-THERAPY USING DIGITAL PORTAL IMAGES
  GILHUIJS, KGA, VANHERK, M 1993 in Medical Physics 20 (3), p. 667-677
• AUTOMATIC VERIFICATION OF RADIATION-FIELD SHAPE USING DIGITAL PORTAL IMAGES
  BIJHOLD, J, GILHUIJS, KGA, VANHERK, M 1992 in Medical Physics 19 (4), p. 1007-1014
• RADIATION-FIELD EDGE-DETECTION IN PORTAL IMAGES
  BIJHOLD, J, GILHUIJS, KGA, VANHERK, M, MEERTENS, H Dec 1991 in Physics in Medicine and Biology 36 (12), p. 1705-1710