Personal profile
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 Evi M.C. Huijben 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
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Research output
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Enhancing reconstruction-based out-of-distribution detection in brain MRI with model and metric ensembles
Huijben, E. M. C. (Corresponding author), Amirrajab, S. & Pluim, J. P. W., Dec 2025, In: Computer Methods and Programs in Biomedicine. 272, 13 p., 109045.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)7 Downloads (Pure) -
Medical Image Synthesis with Deep Learning for Clinical Applications
Huijben, E. M. C., 10 Oct 2025, Eindhoven: Eindhoven University of Technology. 162 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile355 Downloads (Pure) -
PathoPainter: Augmenting Histopathology Segmentation via Tumor-Aware Inpainting
Liu, H. (Corresponding author), Yang, H., Huijben, E. M. C., Schuiveling, M., Su, R., Pluim, J. P. W. & Veta, M., 20 Sept 2025, Medical Image Computing and Computer Assisted Intervention – MICCAI 2025: 28th International Conference, Daejeon, South Korea, September 23–27, 2025, Proceedings. Gee, J. C., Alexander, D. C., Hong, J., Iglesias, J. E., Sudre, C. H., Venkataraman, A., Golland, P., Kim, J. H. & Park, J. (eds.). Cham: Springer, Vol. XVI. p. 408-417 10 p. (Lecture Notes in Computer Science (LNCS); vol. 15975).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile24 Downloads (Pure) -
Denoising diffusion probabilistic models for addressing data limitations in chest X-ray classification
Huijben, E. M. C. (Corresponding author), Pluim, J. P. W. & van Eijnatten, M. A. J. M., 25 Aug 2024, In: Informatics in Medicine Unlocked. 50, 11 p., 101575.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile13 Link opens in a new tab Citations (Scopus)56 Downloads (Pure) -
Generating synthetic computed tomography for radiotherapy: SynthRAD2023 challenge report
Huijben, E. M. C., Terpstra, M. L., Galapon, A. J., Pai, S., Thummerer, A., Koopmans, P., Afonso, M., van Eijnatten, M., Gurney-Champion, O., Chen, Z., Zhang, Y., Zheng, K., Li, C., Pang, H., Ye, C., Wang, R., Song, T., Fan, F., Qiu, J. & Huang, Y. & 39 others, , Oct 2024, In: Medical Image Analysis. 97, 21 p., 103276.Research output: Contribution to journal › Short survey › peer-review
Open AccessFile47 Link opens in a new tab Citations (Scopus)60 Downloads (Pure)
Thesis
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Transfer Learning for Anomaly Detection in Brain Magnetic Resonance Images
Huijben, E. M. C. (Author), Pluim, J. P. W. (Supervisor 1), Cheplygina, V. (Supervisor 2), Eduati, F. (Supervisor 2), Kuijf, H. J. (External coach) & van Hespen, K. M. (External coach), 22 Feb 2021Student thesis: Master