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Research Output

  • 69 Citations
  • 11 Conference contribution
  • 4 Article
  • 1 Paper

Cancer detection in mass spectrometry imaging data by dilated convolutional neural networks

van Kersbergen, J., Ghazvinian Zanjani, F., Zinger, S., van der Sommen, F., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., de Bruin, D. M. & de With, P. H. N., 18 Mar 2019, Medical Imaging 2019: Digital Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 8 p. 1095601. (Proceedings of SPIE; vol. 10956).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • 3 Downloads (Pure)

    Cancer detection in mass spectrometry imaging data by recurrent neural networks

    Ghazvinian Zanjani, F., Panteli, A., Zinger, S., van der Sommen, F., Tan, T., Balluff, B., Vos, D. R. N., Ellis, S. R., Heeren, R. M. A., Lucas, M., Marquering, H. A., Jansen, I., Savci-Heijink, C. D., de Bruin, D. M. & de With, P. H. N., Apr 2019, 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019). Piscataway: Institute of Electrical and Electronics Engineers, p. 674-678 5 p. 8759571

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

  • Deep learning approach to semantic segmentation in 3D point cloud intra-oral scans of teeth

    Ghazvinian Zanjani, F., Anssari Moin, D., Verheij, B., Claessen, F., Cherici, T., Tan, T. & de With, P. H. N., 2019, International Conference on Medical Imaging with Deep Learning (MIDL). PMLR, p. 557-571 (Proceedings of Machine Learning Research; vol. 102).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Open Access
    File
  • From detection of individual metastases to classification of lymph node status at the patient level: the CAMELYON17 challenge

    Bandi, P., Geessink, O., Manson, Q., van Dijk, M., Balkenhol, M., Hermsen, M., Bejnordi, B. E., Lee, B., Paeng, K., Zhong, A., Li, Q., Zanjani, F. G., Zinger, S., Fukuta, K., Komura, D., Ovtcharov, V., Cheng, S., Zeng, S., Thagaard, J., Dahl, A. B. & 16 others, Lin, H., Chen, H., Jacobsson, L., Hedlund, M., Cetin, M., Halici, E., Jackson, H., Chen, R., Both, F., Franke, J., Kusters-Vandevelde, H., Vreuls, W., Bult, P., van Ginneken, B., van der Laak, J. & Litjens, G., Feb 2019, In : IEEE Transactions on Medical Imaging. 38, 2, p. 550-560 11 p., 8447230.

    Research output: Contribution to journalArticleAcademicpeer-review

  • 20 Citations (Scopus)

    Impact of JPEG 2000 compression on deep convolutional neural networks for metastatic cancer detection in histopathological images

    Ghazvinian Zanjani, F., Zinger, S., Piepers, B., Mahmoudpour, S., Schelkens, P. & de With, P., 1 Apr 2019, In : Journal of Medical Imaging. 6, 2, 9 p., 027501.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 1 Citation (Scopus)
    35 Downloads (Pure)

    Prizes

    IJCARS MICCAI 2017 Special Issue Best Paper Award

    Arash Pourtaherian (Recipient) & F. Ghazvinian Zanjani (Recipient), 19 Sep 2018

    Prize: OtherCareer, activity or publication related prizes (lifetime, best paper, poster etc.)Scientific