Philipp Kainz

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 10

Top Topics

Semantic Segmentation

Fractal Dimension

Top Venues

Medical Image Anal.

Publications

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)
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)
Darko Stern, Philipp Kainz, Christian Payer, Martin Urschler
Multi-factorial Age Estimation from Skeletal and Dental MRI Volumes. MLMI@MICCAI (2017)
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 (2017)
Philipp Kainz, Harald Burgsteiner, Martin Asslaber, Helmut Ahammer
Training echo state networks for rotation-invariant bone marrow cell classification. Neural Comput. Appl. 28 (6) (2017)
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 (2016)
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) (2016)
Philipp Kainz, Martin Urschler, Samuel Schulter, Paul Wohlhart, Vincent Lepetit
You Should Use Regression to Detect Cells. MICCAI (3) (2015)
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)
Philipp Kainz, Michael Pfeiffer, Martin Urschler
Semantic Segmentation of Colon Glands with Deep Convolutional Neural Networks and Total Variation Segmentation. CoRR (2015)
Michael Mayrhofer-Reinhartshuber, Philipp Kainz, Helmut Ahammer
Image Pyramids as a New Approach for the Determination of Fractal Dimensions. ICPRAM (2013)