prof. dr. ir. C.A.T. van den Berg
- Computational Imaging
Research Programs
Biography
Biography
Professor Nico van den Berg is the head of the Computational Imaging group for MRI diagnostics and therapy of the Centre of Image Sciences at the UMC Utrecht. The Computational Imaging group covers all aspects of the MRI workflow for diagnostics and therapy, from first principles modelling and hardware engineering to translating new MRI methods into clinic. For this purpose we draw on expertise and advances from the fields of (MR) physics, mathematics, computing and artificial intelligence.
One important research line is the exploration of next generation techniques to make MRI exams much shorter, reduce patient discomfort and therefore also increase robustness and diagnostic quality. An example of this is the MR-STAT technique developed within the group that can deliver quantitative MRI information based on raw time-domain signals in a fraction of scan time.
Moreover, within my group we have a large research activity on the use of MRI for radiation therapy. This includes 3D motion tracking of moving targets in MR guided radiation delivery, MRI-only radiation planning and deep learning image processing applications for radiation therapy.
We pay considerable attention to translate our work to actual (clinical) usage in radiotherapy and radiology/ Currently, the group consists of three senior staff members, one computer scientist, four post-docs and eight PhD students.
Research Output (194)
van Houdt Petra J., Kallehauge Jesper F., Tanderup Kari, Nout Remi, Zaletelj Marko, Tadic Tony, van Kesteren Zdenko J., van den Berg Cornelius A.T., Georg Dietmar, Côté Jean Charles, Levesque Ives R., Swamidas Jamema, Malinen Eirik, Telliskivi Sven, Brynolfsson Patrik, Mahmood Faisal, van der Heide Uulke A., dec 2020, In: Radiotherapy and Oncology. 153 , p. 114-121 8 p.
Gavazzi Soraya, van den Berg Cornelis A.T., Savenije Mark H.F., Kok H. Petra, de Boer Peter, Stalpers Lukas J.A., Lagendijk Jan J.W., Crezee Hans, van Lier Astrid L.H.M.W. 1 nov 2020, In: Magnetic Resonance in Medicine. 84 , p. 2772-2787 16 p.
Steensma Bart, van de Moortele Pierre-Francois, Ertürk Arcan, Grant Andrea, Adriany Gregor, Luijten Peter, Klomp Dennis, van den Berg Nico, Metzger Gregory, Raaijmakers Alexander nov 2020, In: Magnetic Resonance in Medicine. 84 , p. 2885-2896 12 p.
Bruijnen Tom, van der Heide Oscar, Intven Martijn P W, Mook Stella, Lagendijk Jan J W, Van den Berg Cornelis A T, Tijssen Rob H N 25 sep 2020, In: Physics in medicine and biology. 65
Maspero Matteo, Bentvelzen Laura G, Savenije Mark Hf, Guerreiro Filipa, Seravalli Enrica, Janssens Geert O, van den Berg Cornelis At, Philippens Marielle Ep 22 sep 2020, In: Radiotherapy & Oncology. 153 , p. 197-204 8 p.
Zijlema Stefan Emiel, Tijssen Rob H N, van Dijk Luca, Hackett Sara L, Wolthaus Jochem W H, Breimer Wico, Lagendijk Jan J W, Van den Berg Cornelis A T 22 jul 2020, In: Physics in medicine and biology. 65 , p. 215008
Hampe Nils, Katscher Ulrich, van den Berg Cornelis A T, Tha Khin Khin, Mandija Stefano 7 jul 2020, In: Physics in medicine and biology. 65 11 p.
Bruijnen Tom, Stemkens Bjorn, van den Berg Cornelis Antonius Theodorus, Tijssen Rob Hendrikus Nicolaas jul 2020, In: Magnetic Resonance in Medicine. 84 , p. 115-127 13 p.
van der Heide Oscar, Sbrizzi Alessandro, van den Berg Cornelis A T 22 jun 2020, In: IEEE transactions on medical imaging. 39 , p. 3737-3748 12 p.
Navest R J M, Mandija S, Zijlema S E, Stemkens B, Andreychenko A, Lagendijk J J W, van den Berg C A T 21 jun 2020, In: Physics in medicine and biology. 65 12 p.