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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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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Association between dose to cardiac structures and overall survival: A multivariable analysis in a large, multi-institutional database of stage III NSCLC patients with external validation
Garrett Fernandes, M., Bussink, J., Wijsman, R., Gouw, Z., Weiß, A., Sijtsema, N. M., Canters, R., Hope, A., De Ruysscher, D., Troost, E. G. C., Sonke, J. J., Stam, B. & Monshouwer, R., May-2025, In: Radiotherapy and Oncology. 206, 9 p., 110821.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Downloads (Pure) -
Evaluation of a comprehensive set of normal tissue complication probability models for patients with head and neck cancer in an international cohort
de Vette, S. P. M., van Rijn-Dekker, M. I., Van den Bosch, L., Keijzer, K., Neh, H., Chu, H., Li, Y., Frederiks, M. L., van der Laan, H. P., Heukelom, J., van Luijk, P., van der Schaaf, A., Steenbakkers, R. J. H. M., Sijtsema, N. M., Hutcheson, K. A., Fuller, C. D., Langendijk, J. A., Moreno, A. C. & van Dijk, L. V., Apr-2025, In: Oral Oncology. 163, 11 p., 107224.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)14 Downloads (Pure) -
MRI-Based Head and Neck Tumor Segmentation Using nnU-Net with 15-Fold Cross-Validation Ensemble
Mol, F. N., Hoek, L. V. D., Ma, B., Nagam, B. C., Sijtsema, N. M., van Dijk, L. V., Bunte, K., Vlijm, R. & Van Ooijen, P. M. A., 2025, Head and Neck Tumor Segmentation for MR-Guided Applications - 1st MICCAI Challenge, HNTS-MRG2024 Held in Conjunction with MICCAI 2024. Wahid, K. A., Naser, M. A., Dede, C. & Fuller, C. D. (eds.). Springer, p. 179-190 12 p. (Lecture Notes in Computer Science; vol. 15273 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile7 Downloads (Pure) -
Normal tissue complication probability model predicting taste impairment in head and neck cancer patients: Evaluating the taste bud bearing tongue mucosa as a predictor
Neh, H., de Vette, S. P. M., Stoffers, R. H., Zhou, G., van Ooijen, P. M. A., Sijtsema, N. M., Brouwer, C. L., Langendijk, J. A. & van Dijk, L. V., Apr-2025, In: Radiotherapy and Oncology. 205, 7 p., 110746.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile22 Downloads (Pure) -
PET and CT based DenseNet outperforms advanced deep learning models for outcome prediction of oropharyngeal cancer
Ma, B., Guo, J., van Dijk, L. V., Langendijk, J. A., Ooijen, P. M. A. V., Both, S. & Sijtsema, N. M., Jun-2025, In: Radiotherapy and Oncology. 207, 7 p., 110852.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Downloads (Pure)
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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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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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Pre- treatment radiomics predict LN failure of H&N Cancer patients after RTx.
Sijtsema, N. M. (Speaker)
14-Oct-2019Activity: Talk and presentation › Academic presentation › 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
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Image biomarkers to improve prediction of treatment outcome in radiotherapy.
Sijtsema, N. M. (Speaker)
9-Oct-2018Activity: 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