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Research Output

  • 52 Citations
  • 7 Article
  • 6 Conference contribution
  • 2 Meeting Abstract
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Article
2020

A computer-assisted algorithm for narrow-band-imaging–based tissue characterization in Barrett’s esophagus

Struyvenberg, M. R., De Groof, A. J., van der Putten, J., van der Sommen, F., Baldaque-silva, F., Omae, M., Pouw, R., Bisschops, R., Vieth, M., Schoon, E. J., Curvers, W. L., de With, P. H. & Bergman, J. J., 3 Jun 2020, In : Gastrointestinal Endoscopy.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

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 journalArticleAcademicpeer-review

3 Citations (Scopus)

Deep-learning system detects neoplasia in patients with Barrett’s Esophagus with higher accuracy than endoscopists in a multi-step training and validation study with benchmarking

de Groof, A. J., Struyvenberg, M. R., van der Putten, J., van der Sommen, F., Fockens, K. N., Curvers, W. L., Zinger, S., Pouw, R. E., Coron, E., Baldaque-Silva, F., Pech, O., Weusten, B., Meining, A., Neuhaus, H., Bisschops, R. R., Dent, J., Schoon, E. J., de With, P. H. N. & Bergman, J. J., Mar 2020, In : Gastroenterology. 158, 4, p. 915-929.e4

Research output: Contribution to journalArticleAcademicpeer-review

13 Citations (Scopus)

Deep principal dimension encoding for the classification of early neoplasia in Barrett's Esophagus with volumetric laser endomicroscopy

van der Putten, J., Struyvenberg, M., de Groof, J., Scheeve, T., Curvers, W., Schoon, E., Bergman, J. J. G. H. M., de With, P. H. N. & van der Sommen, F., Mar 2020, In : Computerized Medical Imaging and Graphics. 80, 10 p., 101701.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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25 Downloads (Pure)

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., 11 May 2020, In : Gut.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Modeling clinical assessor intervariability using deep hypersphere encoder-decoder networks

van der Putten, J., van der Sommen, F., de Groof, J., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 1 Jul 2020, In : Neural Computing and Applications. 32, 14, p. 10705–10717 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
1 Citation (Scopus)
2019

The Argos project: the development of a computer-aided detection system to improve detection of Barrett's neoplasia on white light endoscopy

Groof, J. D., van der Sommen, F., van der Putten, J., Struyvenberg, M. R., Zinger, S., Curvers, W. L., Pech, O., Meining, A., Neuhaus, H., Bisschops, R., Schoon, E. J., de With, P. H. & Bergman, J. J., 1 May 2019, In : United European Gastroenterology Journal. 7, 4, p. 538-547 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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19 Citations (Scopus)
61 Downloads (Pure)