Carré
Guest staff

dr.ir. F. van der Heijden (Ferdinand)

Associate Professor (Guest)
EEMCS-EE-RAM
Carré C3611
f.vanderheijden@utwente.nl
Business card

Dr Ferdinand van der Heijden, (M) Associate Professor, obtained his MSc (1981) and PhD (1992) in Electrical Engineering from the University of Twente. He is currently affiliated with the Robotics and Mechatronics group working on medical applications. He conducts his research work at the MIRA Institute for Biomedical Technology and Technical Medicine. Since 2014, he has also been associated with the Netherlands Cancer Institute / Antoni van Leeuwenhoek Hospital. His research interests are in the area of image and video analysis. The work involves specific applications in surgical navigation, medical image analysis and modelling. He is the author of two widely-used textbooks, “Image Based Measurement Systems” and “Classification, Parameter Estimation and State Estimation” (2nd edition published in 2017).

Expertise

  • Medicine and Dentistry

    • Tongue
    • Patient
    • Analysis
    • Surgery
    • Muscle
    • Movement (Physiology)
    • Diabetic Foot

  • Computer Science

    • Algorithms

Organisations

Publications

Jump to: 2024 | 2023 | 2021 | 2020

2024

This is not a real image: Generative artificial intelligence to enhance radiology education (2024)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. Hofmeijer, E. I. S.https://doi.org/10.3990/1.9789036560856Artificial Intelligence-based Quantification of Pleural Plaque Volume and Association with Lung Function in Asbestos-exposed Patients (2024)Journal of Thoracic Imaging, 39(3), 165-172. Groot Lipman, K. B. W., Boellaard, T. N., De Gooijer, C. J., Bogveradze, N., Hong, E. K., Landolfi, F., Castagnoli, F., Vakhidova, N., Smesseim, I., van der Heijden, F., Beets-Tan, R. G. H., Wittenberg, R., Bodalal, Z., Burgers, J. A. & Trebeschi, S.https://doi.org/10.1097/RTI.0000000000000759

2023

Artificial CT images can enhance variation of case images in diagnostic radiology skills training (2023)Insights into Imaging, 14(1). Article 186. Hofmeijer, E. I. S., Wu, S. C., Vliegenthart, R., Slump, C. H., van der Heijden, F. & Tan, C. O.https://doi.org/10.1186/s13244-023-01508-4An improved camera model for oblique-viewing laparoscopes: high reprojection accuracy independent of telescope rotation (2023)Physics in medicine and biology, 68(18). Article 185007. Eppenga, R., Snaauw, G., Kuhlmann, K., van der Heijden, F., Ruers, T. & Nijkamp, J.https://doi.org/10.1088/1361-6560/acf08fCrowd-Sourced Deep Learning for Intracranial Hemorrhage Identification: Wisdom of Crowds or Laissez-Faire (2023)American journal of neuroradiology, 44(7), 762-767. Hofmeijer, E. I. S., Tan, C. O., Heijden, F. v. d. & Gupta, R.https://doi.org/10.3174/ajnr.A7902Artificial intelligence-based diagnosis of asbestosis: analysis of a database with applicants for asbestosis state aid (2023)European radiology, 33(5), 3557-3565. Groot Lipman, K. B. W., de Gooijer, C. J., Boellaard, T. N., van der Heijden, F., Beets-Tan, R. G. H., Bodalal, Z., Trebeschi, S. & Burgers, J. A.https://doi.org/10.1007/s00330-022-09304-2

2021

The unattained power of the third dimension in medical imaging: Implications for clinical practice (2021)[Thesis › PhD Thesis - Research UT, graduation UT]. University of Twente. van Doremalen, R. F. M.https://doi.org/10.3990/1.9789036552981Ultrasound versus Computed Tomography Assessment of Focal Lung Aeration in Invasively Ventilated ICU Patients (2021)Ultrasound in medicine and biology, 47(9), 2589-2597. Smit, M. R., Pisani, L., de Bock, E. J. E., van der Heijden, F., Paulus, F., Beenen, L. F. M., Leopold, S. J., Huson, M. A. M., Henwood, P. C., Riviello, E. D., Walden, A. P., Dondorp, A. M., Schultz, M. J. & Bos, L. D. J.https://doi.org/10.1016/j.ultrasmedbio.2021.05.019Personalized biomechanical tongue models based on diffusion-weighted MRI and validated using optical tracking of range of motion (2021)Biomechanics and modeling in mechanobiology, 20(3), 1101-1113. Kappert, K. D. R., Voskuilen, L., Smeele, L. E., Balm, A. J. M., Jasperse, B., Nederveen, A. J. & van der Heijden, F.https://doi.org/10.1007/s10237-021-01435-7In-vivo Tongue Stiffness Measured By Aspiration: Resting vs General Anesthesia (2021)Journal of biomechanics, 114. Article 110147. Kappert, K. D. R., Connesson, N., Elahi, S. A., Boonstra, S., Balm, A. J. M., van der Heijden, F. & Payan, Y.https://doi.org/10.1016/j.jbiomech.2020.110147

2020

Biomechanical models and prediction of mobility after tongue cancer surgery (2020)[Thesis › PhD Thesis - Research external, graduation UT]. University of Twente. Kappert, K. D. R.https://doi.org/10.3990/1.9789036550987Utilization of a 3D printed dental splint for registration during electromagnetically navigated mandibular surgery (2020)International journal of computer assisted radiology and surgery, 15(12), 1997-2003. Brouwer de Koning, S. G., Riksen, J. J. M., ter Braak, T. P., van Alphen, M. J. A., van der Heijden, F., Schreuder, W. H., Karssemakers, L. H. E., Karakullukcu, M. B. & van Veen, R. L. P.https://doi.org/10.1007/s11548-020-02271-3A surgical navigated cutting guide for mandibular osteotomies: accuracy and reproducibility of an image-guided mandibular osteotomy (2020)International journal of computer assisted radiology and surgery, 15(10), 1719-1725. ter Braak, T. P., Brouwer de Koning, S. G., van Alphen, M. J. A., van der Heijden, F., Schreuder, W. H., van Veen, R. L. P. & Karakullukcu, M. B.https://doi.org/10.1007/s11548-020-02234-8A 12-channel flexible receiver coil for accelerated tongue imaging (2020)Magnetic resonance materials in physics, biology and medicine, 33(4), 581-590. Voskuilen, L., de Heer, P., van der Molen, L., Balm, A. J. M., van der Heijden, F., Strijkers, G. J., Smeele, L. E. & Nederveen, A. J.https://doi.org/10.1007/s10334-019-00824-5Exploration of movement artefacts in handheld laser speckle contrast perfusion imaging (2020)Biomedical optics express, 11(5), 2352-2365. Chizari, A., Knop, T., Sirmacek, B., van der Heijden, F. & Steenbergen, W.https://doi.org/10.1364/BOE.387252Interactive 3D U-net for the segmentation of the pancreas in computed tomography scans (2020)Physics in medicine and biology, 65(6). Article 065002. Boers, T. G. W., Hu, Y., Gibson, E., Barratt, D. C., Bonmati, E., Krdzalic, J., van der Heijden, F., Hermans, J. J. & Huisman, H. J.https://doi.org/10.1088/1361-6560/ab6f99On the Development of a Light Dosimetry Planning Tool for Photodynamic Therapy in Arbitrary Shaped Cavities: Initial Results (2020)Photochemistry and Photobiology, 96(2), 405-416. van Doeveren, T. E. M., Bouwmans, R., Wassenaar, N. P. M., Schreuder, W. H., van Alphen, M. J. A., van der Heijden, F., Tan, I. B., Karakullukçu, M. B. & van Veen, R. L. P.https://doi.org/10.1111/php.13216Infrared 3D Thermography for Inflammation Detection in Diabetic Foot Disease: A Proof of Concept (2020)Journal of diabetes science and technology, 14(1), 46-54. van Doremalen, R. F. M., van Netten, J. J., van Baal, J. G., Vollenbroek-Hutten, M. M. R. & van der Heijden, F.https://doi.org/10.1177/1932296819854062

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