Projects per year
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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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XL-ARGOS extensie-0
de With, P. H. N., Viviers, C. G. A., Boers, T., van der Hagen, D., van der Putten, J. A., Fonolla, R. & Kusters, K.
26/03/20 → 30/06/25
Project: Research direct
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Patient-care Advancement with Responsive Technologies aNd Engagement togetheR
de With, P. H. N., Mamprin, M., Zinger, S., Manni, F., Boers, T. & van der Hagen, D.
1/10/17 → 31/12/20
Project: Research direct
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Evaluating Self-Supervised Learning Methods for Downstream Classification of Neoplasia in Barrett’s Esophagus
Cornelissen, S., van der Putten, J. A., Boers, T., Jukema, J., Fockens, K. N., Bergman, J. G. G., van der Sommen, F. & de With, P. H. N., 23 Aug 2021, 2021 IEEE International Conference on Image Processing, ICIP 2021 - Proceedings. Institute of Electrical and Electronics Engineers, p. 66-70 5 p. 9506121. (Proceedings - International Conference on Image Processing, ICIP; vol. 2021-September).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
5 Downloads (Pure) -
Deep learning algorithm detection of Barrett's neoplasia with high accuracy during live endoscopic procedures: a pilot study (with video)
de Groof, A. J., Struyvenberg, M. R., Fockens, K. N., van der Putten, J., van der Sommen, F., Boers, T. G., Zinger, S., Bisschops, R., de With, P. H., Pouw, R. E., Curvers, W. L., Schoon, E. J. & Bergman, J. J. G. H. M., Jun 2020, In: Gastrointestinal Endoscopy. 91, 6, p. 1242-1250 9 p.Research output: Contribution to journal › Article › Academic › peer-review
39 Citations (Scopus) -
Detection of frame informativeness in endoscopic videos using image quality and recurrent neural networks
Boers, T. G. W., van der Putten, J., de Groof, J., Struyvenberg, M., Fockens, K., Curvers, W., Schoon, E., van der Sommen, F., Bergman, J. & de With, P. H. N., 2020, Medical Imaging 2020: Image Processing. Isgum, I. & Landman, B. A. (eds.). SPIE, 6 p. 2545734. (Proceedings of SPIE; vol. 11313).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Improving temporal stability and accuracy for endoscopic video tissue classification using recurrent neural networks
Boers, T., van der Putten, J., Struyvenberg, M., Fockens, K., Jukema, J., Schoon, E., van der Sommen, F., Bergman, J. & de With, P., Aug 2020, In: Sensors. 20, 15, 11 p., 4133.Research output: Contribution to journal › Letter › Academic › peer-review
Open Access1 Citation (Scopus) -
Machine learning in GI endoscopy: practical guidance in how to interpret a novel field
van der Sommen, F., de Groof, J., Struyvenberg, M., van der Putten, J., Boers, T., Fockens, K., Schoon, E. J., Curvers, W., de With, P., Mori, Y., Byrne, M. & Bergman, J. J. G. H. M., Nov 2020, In: Gut. 69, 11, p. 2035-2045 11 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access33 Citations (Scopus)