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Research Output

  • 52 Citations
  • 7 Article
  • 6 Conference contribution
  • 2 Meeting Abstract
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Conference contribution
2019

Deep learning biopsy marking of early neoplasia in barrett's esophagus by combining wle and BLI modalities

van der Putten, J., Wildeboer, R., de Groof, J., van Sloun, R., Struyvenberg, M., van der Sommen, F., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 1 Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. Piscataway: IEEE Computer Society, p. 1127-1131 5 p. 8759431

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

3 Citations (Scopus)

Informative frame classification of endoscopic videos using convolutional neural networks and hidden Markov models

van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 26 Aug 2019, 2019 IEEE International Conference on Image Processing (ICIP). Piscataway: Institute of Electrical and Electronics Engineers, p. 380-384 5 p. 8802947

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

3 Citations (Scopus)

Pseudo-labeled bootstrapping and multi-stage transfer learning for the classification and localization of dysplasia in Barrett’s esophagus

van der Putten, J., de Groof, J., van der Sommen, F., Struyvenberg, M., Zinger, S., Curvers, W., Schoon, E., Bergman, J. & de With, P. H. N., 2019, Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Proceedings: 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings. Suk, H-I., Liu, M., Lian, C. & Yan, P. (eds.). Cham: Springer, p. 169-177 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11861 LNCS).

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

5 Citations (Scopus)

Tissue segmentation in volumetric laser endomicroscopy data using FusionNet and a domain-specific loss function

van der Putten, J., van der Sommen, F., Struyvenberg, M., de Groof, J., Curvers, W., Schoon, E., J.G.H.M. Bergman, J. & de With, P. H. N., 2019, Progress in Biomedical Optics and Imaging. Angelini, E. D., Angelini, E. D., Angelini, E. D. & Landman, B. A. (eds.). SPIE, 7 p. 109492J. (Proceedings of SPIE; vol. 10949).

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

2 Citations (Scopus)
2018

Bladder cancer segmentation on multispectral images

van der Putten, J., van der Sommen, F., Zinger, S., de Bruin, D. M., Kamphuis, G. & de With, P. H. N., 3 Sep 2018, Proceedings of the 12th International Conference on Distributed Smart Cameras, ICDSC 2018. New York: Association for Computing Machinery, Inc, 4 p. a13

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

1 Downloads (Pure)

Quantitative CT based radiomics as predictor of resectability of pancreatic adenocarcinoma

van der Putten, J., Zinger, S., van der Sommen, F., de With, P. H. N., Prokop, M. & Hermans, J., 1 Jan 2018, SPIE.Medical Imaging: Computer-Aided Diagnosis, 10-15 February 2018, Houston, Texas : Computer-Aided Diagnosis. Bellingham: SPIE, p. 1-12 105753O. (Proceedings of SPIE; vol. 10575).

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

2 Citations (Scopus)