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Philipp Kainz
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Gland segmentation in colon histology images: The glas challenge contest
K Sirinukunwattana, JPW Pluim, H Chen, X Qi, PA Heng, YB Guo, ...
Medical image analysis 35, 489-502, 2017
7362017
Collaborative analysis of multi-gigapixel imaging data using Cytomine
R Marée, L Rollus, B Stévens, R Hoyoux, G Louppe, R Vandaele, ...
Bioinformatics 32 (9), 1395-1401, 2016
1752016
You should use regression to detect cells
P Kainz, M Urschler, S Schulter, P Wohlhart, V Lepetit
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015: 18th …, 2015
1412015
Segmentation and classification of colon glands with deep convolutional neural networks and total variation regularization
P Kainz, M Pfeiffer, M Urschler
PeerJ 5, e3874, 2017
1282017
Subcutaneous fat patterning in athletes: selection of appropriate sites and standardisation of a novel ultrasound measurement technique: ad hoc working group on body …
W Müller, TG Lohman, AD Stewart, RJ Maughan, NL Meyer, LB Sardinha, ...
British journal of sports medicine 50 (1), 45-54, 2016
982016
Body composition in sport: a comparison of a novel ultrasound imaging technique to measure subcutaneous fat tissue compared with skinfold measurement
W Müller, M Horn, A Fürhapter-Rieger, P Kainz, JM Kröpfl, RJ Maughan, ...
British journal of sports medicine 47 (16), 1028-1035, 2013
912013
Semantic segmentation of colon glands with deep convolutional neural networks and total variation segmentation
P Kainz, M Pfeiffer, M Urschler
arXiv preprint arXiv:1511.06919, 2015
632015
Body composition in sport: interobserver reliability of a novel ultrasound measure of subcutaneous fat tissue
W Müller, M Horn, A Fürhapter-Rieger, P Kainz, JM Kröpfl, TR Ackland, ...
British journal of sports medicine 47 (16), 1036-1043, 2013
612013
Evolutionary compromises in fungal fitness: hydrophobins can hinder the adverse dispersal of conidiospores and challenge their survival
F Cai, R Gao, Z Zhao, M Ding, S Jiang, C Yagtu, H Zhu, J Zhang, T Ebner, ...
The ISME journal 14 (10), 2610-2624, 2020
442020
IQM: an extensible and portable open source application for image and signal analysis in Java
P Kainz, M Mayrhofer-Reinhartshuber, H Ahammer
PloS one 10 (1), e0116329, 2015
392015
Multi-factorial age estimation from skeletal and dental MRI volumes
D Štern, P Kainz, C Payer, M Urschler
Machine Learning in Medical Imaging: 8th International Workshop, MLMI 2017 …, 2017
242017
Cytomine: An open-source software for collaborative analysis of whole-slide images
R Marée, L Rollus, B Stévens, R Hoyoux, G Louppe, R Vandaele, ...
Diagnostic Pathology 1 (8), 2016
172016
Training echo state networks for rotation-invariant bone marrow cell classification
P Kainz, H Burgsteiner, M Asslaber, H Ahammer
Neural Computing and Applications 28, 1277-1292, 2017
162017
Deep Learning-Based Image Analysis for the Quantification of Tumor-Induced Angiogenesis in the 3D In Vivo Tumor Model—Establishment and Addition to Laser Speckle Contrast …
PM Kuri, E Pion, L Mahl, P Kainz, S Schwarz, C Brochhausen, T Aung, ...
Cells 11 (15), 2321, 2022
102022
Validation of AI-based Information Systems for Sensitive Use Cases: Using an XAI Approach in Pharmaceutical Engineering.
A Polzer, J Fleiß, T Ebner, P Kainz, C Koeth, S Thalmann
HICSS, 1-10, 2022
82022
A 3D In Vivo Model for Studying Human Renal Cystic Tissue and Mouse Kidney Slices
EM Bichlmayer, L Mahl, L Hesse, E Pion, V Haller, A Moehwald, C Hackl, ...
Cells 11 (15), 2269, 2022
32022
Robust bone marrow cell discrimination by rotation-invariant training of multi-class echo state networks
P Kainz, H Burgsteiner, M Asslaber, H Ahammer
Engineering Applications of Neural Networks: 16th International Conference …, 2015
32015
Image Pyramids as a New Approach for the Determination of Fractal Dimensions.
M Mayrhofer-Reinhartshuber, P Kainz, H Ahammer
ICPRAM, 239-243, 2013
32013
Colon gland segmentation with deep convolutional neural networks and total variation segmentation
P Kainz, M Pfeiffer, M Urschler
MICCAI 2015 Challenge GLaS: Gland Segmentation in Colon Histology Images, 2015
22015
Echo state networks for granulopoietic cell recognition in histopathological images of human bone marrow
P Kainz, M Mayrhofer-Reinhartshuber, H Burgsteiner, M Asslaber, ...
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK 59, S463-+, 2014
22014
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