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Fingerprint Dive into the research topics where Roger Fonolla is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

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Research Output

  • 3 Citations
  • 3 Conference contribution
  • 3 Article

A CNN CADx system for multimodal classification of colorectal polyps combining WL, BLI, and LCI modalities

Fonollà, R., van der Zander, Q. E. W., Schreuder, R. M., Masclee, A. A. M., Schoon, E. J., van der Sommen, F. & de With, P. H. N., Aug 2020, In : Applied Sciences. 10, 15, 13 p., 5040.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
  • Hyperspectral imaging for colon cancer classification in surgical specimens: towards optical biopsy during image-guided surgery

    Manni, F., Fonollà, R., van der Sommen, F., Zinger, S., Shan, C., Kho, E., Brouwer de Koning, S. G., Ruers, T. J. M. & de With, P. H. N., 27 Aug 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) . IEEE EMBS

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

  • Prospective development and validation of a volumetric laser endomicroscopy computer algorithm for detection of Barrett’s neoplasia

    Struyvenberg, M. R., De Groof, A. J., Fonollà, R., van der Sommen, F., de With, P. H. N., Schoon, E. J., Weusten, B. L. A. M., Leggett, C. L., Kahn, A., Trindade, A. J., Ganguly, E. K., Konda, V. J. A., Lightdale, C. J., Pleskow, D. K., Sethi, A., Smith, M. S., Wallace, M. B., Wolfsen, H. C., Tearney, G. J., Meijer, S. L. & 4 others, Vieth, M., Pouw, R., Curvers, W. L. & Bergman, J. J., 29 Jul 2020, In : Gastrointestinal Endoscopy.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
  • Ensemble of deep convolutional neural networks for classification of early Barrett’s neoplasia using volumetric laser endomicroscopy

    Fonollà, R., Scheeve, T., Struyvenberg, M. R., Curvers, W. L., de Groof, A. J., van der Sommen, F., Schoon, E. J., Bergman, J. J. G. H. M. & de With, P. H. N., 1 Jun 2019, In : Applied Sciences. 9, 11, 12 p., 2183.

    Research output: Contribution to journalArticleAcademicpeer-review

    Open Access
    File
  • 2 Citations (Scopus)
    43 Downloads (Pure)

    Multi-modal classification of polyp malignancy using CNN features with balanced class augmentation

    Fonollá, R., Sommen, F. V. D., Schreuder, R. M., Schoon, E. J. & de With, P. H. N., 1 Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. Piscataway : Institute of Electrical and Electronics Engineers, p. 74-78 5 p. 8759320

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

  • 1 Citation (Scopus)