Philipp Kainz

BSc MSc

20152017
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Fingerprint Dive into the research topics where Philipp Kainz is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Colon Medicine & Life Sciences
Factorial Mathematics
Histology Medicine & Life Sciences
Tissue Chemical Compounds
Neural networks Chemical Compounds
Adenocarcinoma Medicine & Life Sciences
Intestinal Mucosa Medicine & Life Sciences
Pathology Medicine & Life Sciences

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Research Output 2015 2017

  • 4 Article
  • 1 Conference contribution

Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

Sirinukunwattana, K., Pluim, J. P. W., Chen, H., Qi, X., Heng, P-A., Guo, Y. B., Wang, L. Y., Matuszewski, B. J., Bruni, E., Sanchez, U., Böhm, A., Ronneberger, O., Cheikh, B. B., Racoceanu, D., Kainz, P., Pfeiffer, M., Urschler, M., Snead, D. R. J. & Rajpoot, N. M., Jan 2017, In : Medical image analysis. 35, p. 489-502 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Histology
Colon
Pathology
Intestinal Mucosa
Colonic Neoplasms

Multi-factorial age estimation from skeletal and dental MRI volumes

Štern, D., Kainz, P., Payer, C. & Urschler, M., 2017, Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer-Verlag Italia, Vol. 10541 LNCS. p. 61-69 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS).

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

Factorial
Magnetic resonance imaging
Medicine
Bone
Tuning

Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization

Kainz, P., Pfeiffer, M. & Urschler, M., 3 Oct 2017, In : PeerJ. 5, 28 p., e3874.

Research output: Contribution to journalArticleResearchpeer-review

neural networks
colon
Colon
Tissue
Neural networks

Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest

Sirinukunwattana, K., Pluim, J. P. W., Chen, H., Qi, X., Heng, P-A., Guo, Y. B., Wang, L. Y., Matuszewski, B. J., Bruni, E., Sanchez, U., Böhm, A., Ronneberger, O., Cheikh, B. B., Racoceanu, D., Kainz, P., Pfeiffer, M., Urschler, M., Snead, D. R. J. & Rajpoot, N. M., 1 Mar 2016, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearch

File

Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation

Kainz, P., Pfeiffer, M. & Urschler, M., 21 Nov 2015, In : arXiv.org e-Print archive. arXiv:1511.06919

Research output: Contribution to journalArticleResearch

File