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

2024
This is not a real image: Generative artificial intelligence to enhance radiology education. 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, 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, 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, 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, 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, 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. 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, 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, 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, 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. 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, 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, 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, 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, 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, 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, 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, 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
2019
Lung ultrasound aeration semi quantification in invasively ventilated ICU patients - an alternative to B-line counting, Article PA4017. Smit, M., Pisani, L., Van der Heijden, F., Paulus, F., Beenen, L., Schultz, M. & Bos, L.https://doi.org/10.1183/13993003.congress-2019.PA4017Quantification of tongue mobility impairment using optical tracking in patients after receiving primary surgery or chemoradiation, Article e0221593. Kappert, K. D. R., van Alphen, M. J. A., Smeele, L. E., Balm, A. J. M. & van der Heijden, F.https://doi.org/10.1371/journal.pone.0221593Hepatic vessel segmentation using a reduced filter 3D U-Net in ultrasound imaging. Thomson, B. R., Nijkamp, J., Ivashchenko, O., Heijden, F. v. d., Smit, J. N., Kok, N. F. M., Kuhlmann, K. F. D., Ruers, T. J. M. & Fusaglia, M.https://arxiv.org/abs/1907.08612

Research profiles

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Courses academic year 2023/2024

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Address

University of Twente

Carré (building no. 15), room C3611
Hallenweg 23
7522 NH Enschede
Netherlands

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