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

  • 5 Similar Profiles
Barrett Esophagus Medicine & Life Sciences
Neoplasms Medicine & Life Sciences
Learning Medicine & Life Sciences
Lasers Medicine & Life Sciences
Biopsy Engineering & Materials Science
Benchmarking Medicine & Life Sciences
Validation Studies Medicine & Life Sciences
Endoscopy Medicine & Life Sciences

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Research Output 2018 2020

  • 8 Citations
  • 6 Conference contribution
  • 5 Article
  • 2 Meeting Abstract

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., 9 Jan 2020, In : Gastrointestinal Endoscopy.

Research output: Contribution to journalArticleAcademicpeer-review

Learning
Neoplasms
Barrett Esophagus
Sensitivity and Specificity
Endoscopy

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
File
Barrett Esophagus
Lasers
Neoplasms
Area Under Curve
Learning systems
1 Citation (Scopus)

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

Barrett Esophagus
Biopsy
Learning
Neoplasms
Acorus

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., Dent, J., Bisschops, R. R., Schoon, E. J., de With, P. H. N. & Bergman, J. J., 21 Nov 2019, In : Gastroenterology.

Research output: Contribution to journalArticleAcademicpeer-review

Benchmarking
Barrett Esophagus
Validation Studies
Learning
Neoplasms

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

Hidden Markov models
Neural networks
Endoscopy
Labeling
Decision making

Student theses

Resectability prediction of pancreatic ductal adenocarcinoma

Author: van der Putten, J., 26 Jan 2017

Supervisor: de With, P. (Supervisor 1), Zinger, S. (Supervisor 2) & Hermans, J. (External person) (External coach)

Student thesis: Master