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Philipp Kainz
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Journal Articles
- 2017
- [j3]Korsuk Sirinukunwattana
, Josien P. W. Pluim, Hao Chen
, Xiaojuan Qi, Pheng-Ann Heng
, Yun Bo Guo
, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu
, Philipp Kainz, Michael Pfeiffer, Martin Urschler
, David R. J. Snead, Nasir M. Rajpoot
:
Gland segmentation in colon histology images: The glas challenge contest. Medical Image Anal. 35: 489-502 (2017) - [j2]Philipp Kainz
, Harald Burgsteiner
, Martin Asslaber, Helmut Ahammer
:
Training echo state networks for rotation-invariant bone marrow cell classification. Neural Comput. Appl. 28(6): 1277-1292 (2017) - 2016
- [j1]Raphaël Marée
, Loic Rollus, Benjamin Stevens, Renaud Hoyoux, Gilles Louppe
, Remy Vandaele
, Jean-Michel Begon, Philipp Kainz, Pierre Geurts, Louis Wehenkel
:
Collaborative analysis of multi-gigapixel imaging data using Cytomine. Bioinform. 32(9): 1395-1401 (2016)
Conference and Workshop Papers
- 2022
- [c6]Andreas Haghofer, Thomas Ebner, Philipp Kainz, Michael Weißensteiner, Nassim Ghaffari-Tabrizi-Wizsy, Isra Hatab, Josef Scharinger, Stephan Winkler
:
Automated Data Adaptation for the Segmentation of Blood Vessels. BIOSTEC (Selected Papers) 2022: 53-72 - [c5]Anna Polzer, Jürgen Fleiß, Thomas Ebner, Philipp Kainz, Christoph Koeth, Stefan Thalmann:
Validation of AI-based Information Systems for Sensitive Use Cases: Using an XAI Approach in Pharmaceutical Engineering. HICSS 2022: 1-10 - 2017
- [c4]Darko Stern, Philipp Kainz, Christian Payer
, Martin Urschler
:
Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. MLMI@MICCAI 2017: 61-69 - 2015
- [c3]Philipp Kainz, Harald Burgsteiner
, Martin Asslaber, Helmut Ahammer
:
Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-class Echo State Networks. EANN 2015: 390-400 - [c2]Philipp Kainz, Martin Urschler
, Samuel Schulter, Paul Wohlhart, Vincent Lepetit:
You Should Use Regression to Detect Cells. MICCAI (3) 2015: 276-283 - 2013
- [c1]Michael Mayrhofer-Reinhartshuber, Philipp Kainz, Helmut Ahammer:
Image Pyramids as a New Approach for the Determination of Fractal Dimensions. ICPRAM 2013: 239-243
Informal and Other Publications
- 2016
- [i2]Korsuk Sirinukunwattana, Josien P. W. Pluim, Hao Chen, Xiaojuan Qi, Pheng-Ann Heng, Yun Bo Guo, Li Yang Wang, Bogdan J. Matuszewski, Elia Bruni, Urko Sanchez, Anton Böhm, Olaf Ronneberger, Bassem Ben Cheikh, Daniel Racoceanu, Philipp Kainz, Michael Pfeiffer, Martin Urschler, David R. J. Snead, Nasir M. Rajpoot:
Gland Segmentation in Colon Histology Images: The GlaS Challenge Contest. CoRR abs/1603.00275 (2016) - 2015
- [i1]Philipp Kainz, Michael Pfeiffer, Martin Urschler:
Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation. CoRR abs/1511.06919 (2015)
Coauthor Index
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