Research output per year
Research output per year
Personal profile
Research interests
Radiotherapy, Adaptive Radiotherapy (ART), Image Biomarkers, Radiomics, Adaptive Proton Therapy
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being
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Dive into the research topics where Nanna Maria (Marianna) Sijtsema is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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1253 Improved outcome prediction in nasopharyngeal carcinoma using pre-treatment MRI radiomics
Zhou, G., Ma, B., Frederiks, M., Dai, J., de Vette, S., van Dijk, L. V., Shi, Y., Yang, P., Langendijk, J. A. & Sijtsema, N. M., May-2026, In: Radiotherapy and Oncology.Research output: Contribution to journal › Meeting Abstract › Academic
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A multi-toxicity deep learning approach for normal tissue complication probability modelling in head and neck cancer patients receiving radiotherapy
MacRae, D. C., van der Hoek, L., de Vette, S. P. M., Neh, H., Moreno, A. C., Fuller, C. D., Langendijk, J. A., Valdenegro-Toro, M. A., Sijtsema, N. M., van Ooijen, P. M. A. & van Dijk, L. V., Jun-2026, In: Radiotherapy and Oncology. 219, 9 p., 111486.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
An evaluation of uncertainty quantification methods and measures for deep learning outcome prediction models in head and neck cancer radiotherapy
MacRae, D. C., van der Hoek, L., van Aalst, J. E., de Vette, S. P. M., van der Wal, R., Neh, H., Ma, B., Sijtsema, N. M., Valdenegro-Toro, M. A., van Ooijen, P. M. A. & van Dijk, L. V., May-2026, In: Physics and imaging in radiation oncology. 39, 9 p., 100978.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Downloads (Pure) -
Dosimetric comparison of the shoulder region between paired photon and proton plans in breast cancer patients
Liang, Y., Verhoeven, K., Vilches-Freixas, G., Bosma, S. C. J., Canters, R., Froklage, F. E., Houben, R., Maduro, J. H., Overbosch, J., Penninkhof, J. J., Sattler, M. G. A., Simons, J. M., Sijtsema, N. M., Vliegenthart, R., Crijns, A. P. G., Rivera, S. & Boersma, L. J., Jun-2026, In: Technical Innovations and Patient Support in Radiation Oncology. 38, 6 p., 100393.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
In response to Liu et al
de Vette, S. P. M., Langendijk, J. A., Sijtsema, N. M. & van Dijk, L. V., Mar-2026, In: Radiotherapy and Oncology. 216, 2 p., 111353.Research output: Contribution to journal › Comment/Letter to the editor › Academic › peer-review
Open AccessFile2 Downloads (Pure)
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Transformer-based NTCP model for late taste loss
Neh, H. (Speaker), MacRae, D. (Contributor), de Vette, S. (Contributor), van der Hoek, L. (Contributor), van Ooijen, P. (Contributor), Sijtsema, N. M. (Contributor), Langendijk, J. A. (Contributor) & van Dijk, L. (Contributor)
2025Activity: Talk and presentation › Academic presentation › Academic
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Towards the global integration of a comprehensive NTCP model profile for patients with head and neck cancer
Rozema-de Vette, S. (Speaker), van Rijn-Dekker, M. (Contributor), van Dijk, L. (Contributor), van den Bosch, L. (Contributor), Langendijk, J. A. (Contributor), Fuller, C. D. (Contributor), Moreno, A. C. (Contributor), van der Schaaf, A. (Contributor), Schuit, E. (Contributor), Steenbakkers, R. (Contributor), Sijtsema, N. M. (Contributor), Hutcheson, K. A. (Contributor), Keijzer, K. (Contributor), Neh, H. (Contributor), Chu, H. (Contributor), Li, Y. (Contributor), Frederiks, M. (Contributor), van der Laan, H. P. (Contributor) & Heukelom, J. (Contributor)
May-2024Activity: Talk and presentation › Academic presentation › Academic
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Frontiers in Oncology (Journal)
Sijtsema, N. M. (Guest editor)
2023Activity: Peer-review and editorial work › Editorial work › Academic
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Physica medica-European journal of medical physics (Journal)
Sijtsema, N. M. (Editor)
1-Jan-2021 → …Activity: Peer-review and editorial work › Editorial work › Academic
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Image biomarkers for improved prediction of normal tissue complication probability and tumor control.
Sijtsema, N. M. (Speaker)
24-May-2019Activity: Talk and presentation › Professional or public presentation › Professional
Prizes
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Selected to be designated as a 2020 Best of ASTRO abstract
Spoor, D. (Recipient), van Leeuwen, F. E. (Recipient), Russell, N. (Recipient), Boekel, N. (Recipient), Jacob, S. (Recipient), Combs, S. (Recipient), Borm, K. (Recipient), Vliegenthart, R. (Recipient), Sikkema, G. (Recipient), van den Bogaard, V. (Recipient), Sijtsema, N. M. (Recipient), Maduro, J. (Recipient), Schuit, E. (Recipient), Langendijk, J. A. (Recipient) & Crijns, A. (Recipient), 2020
Prize › Academic