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2020 – today
- 2020
[c40]Georg Wimmer, Michael Gadermayr
, Andreas Vécsei, Andreas Uhl:
Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities. SASHIMI@MICCAI 2020: 131-141- [i1]Georg Wimmer, Michael Gadermayr, Andreas Vécsei, Andreas Uhl:
Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities. CoRR abs/2004.12604 (2020)
2010 – 2019
- 2018
- [j11]Michael Gadermayr, Georg Wimmer, Hubert Kogler, Andreas Vécsei, Dorit Merhof, Andreas Uhl:
Automated classification of celiac disease during upper endoscopy: Status quo and quo vadis. Comput. Biol. Medicine 102: 221-226 (2018) - 2017
- [c39]Michael Gadermayr, Georg Wimmer, Andreas Uhl, Hubert Kogler, Andreas Vécsei, Dorit Merhof:
Fully-Automated CNN-Based Computer Aided Celiac Disease Diagnosis. ICIAP (2) 2017: 467-478 - [c38]Georg Wimmer, Andreas Uhl, Andreas Vécsei:
Evaluation of domain specific data augmentation techniques for the classification of celiac disease using endoscopic imagery. MMSP 2017: 1-6 - 2016
- [c37]Michael Gadermayr, Hubert Kogler, Maximilian Karla, Andreas Vécsei, Andreas Uhl, Dorit Merhof:
Incorporating human knowledge in automated celiac disease diagnosis. IPTA 2016: 1-6 - [c36]Georg Wimmer, Andreas Vécsei, Andreas Uhl:
CNN transfer learning for the automated diagnosis of celiac disease. IPTA 2016: 1-6 - [c35]Michael Gadermayr, Sebastian Hegenbart, Roland Kwitt, Andreas Uhl, Andreas Vécsei:
Narrow band imaging versus white-light: What is best for computer-assisted diagnosis of celiac disease? ISBI 2016: 355-359 - [c34]Georg Wimmer, Sebastian Hegenbart, Andreas Vécsei, Andreas Uhl:
Convolutional Neural Network Architectures for the Automated Diagnosis of Celiac Disease. CARE@MICCAI 2016: 104-113 - 2015
- [j10]Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei:
Survey on computer aided decision support for diagnosis of celiac disease. Comput. Biol. Medicine 65: 348-358 (2015) - [c33]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Dealing with Intra-Class and Intra-Image Variations in Automatic Celiac Disease Diagnosis. Bildverarbeitung für die Medizin 2015: 461-466 - [c32]Michael Gadermayr, Hubert Kogler, Andreas Uhl, Andreas Vécsei:
Comparing endoscopic imaging configurations in computer-aided celiac disease diagnosis. IPTA 2015: 446-451 - [c31]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Boosting Small-Data Performance of LBP: A Case Study in Celiac Disease Diagnosis. SCIA 2015: 224-233 - 2014
- [c30]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
The Effect of Endoscopic Lens Distortion Correction on Physicians' Diagnosis Performance. Bildverarbeitung für die Medizin 2014: 174-179 - [c29]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Quality Based Information Fusion in Fully Automatized Celiac Disease Diagnosis. GCPR 2014: 666-677 - [c28]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Degradation Adaptive Texture Classification: A Case Study in Celiac Disease Diagnosis Brings New Insight. ICIAR (2) 2014: 263-273 - [c27]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Is a Precise Distortion Estimation Needed for Computer Aided Celiac Disease Diagnosis? ICISP 2014: 620-628 - [c26]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Getting one step closer to fully automatized celiac disease diagnosis. IPTA 2014: 13-17 - [c25]Roland Kwitt, Sebastian Hegenbart, Nikhil Rasiwasia, Andreas Vécsei, Andreas Uhl:
Do We Need Annotation Experts? A Case Study in Celiac Disease Classification. MICCAI (2) 2014: 454-461 - 2013
- [j9]Michael Gadermayr, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei:
Evaluation of different distortion correction methods and interpolation techniques for an automated classification of celiac disease. Comput. Methods Programs Biomed. 112(3): 694-712 (2013) - [j8]Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei, Georg Wimmer:
Scale invariant texture descriptors for classifying celiac disease. Medical Image Anal. 17(4): 458-474 (2013) - [c24]Sebastian Hegenbart, Andreas Uhl, Georg Wimmer, Andreas Vécsei:
On the effects of de-interlacing on the classification accuracy of interlaced endoscopic videos with indication for celiac disease. CBMS 2013: 137-142 - [c23]Michael Gadermayr, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei:
Problems in Distortion Corrected Texture Classification and the Impact of Scale and Interpolation. ICIAP (1) 2013: 513-522 - [c22]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Barrel-Type Distortion Compensated Fourier Feature Extraction. ISVC (1) 2013: 50-59 - [c21]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Distortion Adaptive Image Classification - An Alternative to Barrel-Type Distortion Correction. ISVC (2) 2013: 465-474 - [c20]Michael Gadermayr, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei:
Shape Curvature Histogram: A Shape Feature for Celiac Disease Diagnosis. MCV 2013: 175-184 - [c19]Michael Gadermayr, Andreas Uhl, Andreas Vécsei:
Feature Extraction with Intrinsic Distortion Correction in Celiac Disease Imagery: No Need for Rasterization. MCV 2013: 196-204 - 2012
- [j7]Michael Häfner, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Delaunay triangulation-based pit density estimation for the classification of polyps in high-magnification chromo-colonoscopy. Comput. Methods Programs Biomed. 107(3): 565-581 (2012) - [j6]Michael Häfner, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Color treatment in endoscopic image classification using multi-scale local color vector patterns. Medical Image Anal. 16(1): 75-86 (2012) - [c18]Michael Häfner, Michael Liedlgruber, Stefan Maimone, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Evaluation of cross-validation protocols for the classification of endoscopic images of colonic polyps. CBMS 2012: 1-6 - [c17]Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei:
On the implicit handling of varying distances and gastrointestinal regions in endoscopic video sequences with indication for celiac disease. CBMS 2012: 1-6 - [c16]Sebastian Hegenbart, Stefan Maimone, Andreas Uhl, Andreas Vécsei, Georg Wimmer:
Customised Frequency Pre-filtering in a Local Binary Pattern-Based Classification of Gastrointestinal Images. MCBR-CDS 2012: 99-109 - [c15]Jutta Hämmerle-Uhl, Yvonne Höller, Andreas Uhl, Andreas Vécsei:
Endoscope Distortion Correction Does Not (Easily) Improve Mucosa-Based Classification of Celiac Disease. MICCAI (3) 2012: 574-581 - [c14]Michael Gschwandtner, Jutta Hämmerle-Uhl, Yvonne Höller, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei:
Improved endoscope distortion correction does not necessarily enhance mucosa-classification based medical decision support systems. MMSP 2012: 158-163 - 2011
- [j5]Andreas Vécsei, G. Amann, Sebastian Hegenbart, Michael Liedlgruber, Andreas Uhl:
Automated Marsh-like classification of celiac disease in children using local texture operators. Comput. Biol. Medicine 41(6): 313-325 (2011) - [c13]Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei:
Impact of Histogram Subset Selection on Classification using Multi-scale LBP-Operators. Bildverarbeitung für die Medizin 2011: 359-363 - [c12]Andreas Uhl, Andreas Vécsei, Georg Wimmer:
Complex Wavelet Transform Variants in a Scale Invariant Classification of Celiac Disease. IbPRIA 2011: 742-749 - [c11]Michael Liedlgruber, Andreas Uhl, Andreas Vécsei:
Statistical analysis of the impact of distortion (correction) on an automated classification of celiac disease. DSP 2011: 1-6 - [c10]Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei:
Impact of endoscopic image degradations on LBP based features using one-class SVM for classification of celiac disease. ISPA 2011: 715-720 - [c9]Michael Häfner, Sebastian Hegenbart, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Optimized selection of weak methods for the classification of endoscopic images using an ensemble classifier. ISPA 2011: 721-726 - [c8]Andreas Uhl, Andreas Vécsei, Georg Wimmer:
Fractal analysis for the viewpoint invariant classification of celiac disease. ISPA 2011: 727-732 - [c7]Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei:
Systematic Assessment of Performance Prediction Techniques in Medical Image Classification A Case Study on Celiac Disease. IPMI 2011: 498-509 - 2010
- [j4]Michael Häfner, Leonhard Brunauer, Hannes Payer, Robert Resch, Alfred Gangl, Andreas Uhl, Friedrich Wrba, Andreas Vécsei:
Computer-aided classification of zoom-endoscopical images using Fourier filters. IEEE Trans. Inf. Technol. Biomed. 14(4): 958-970 (2010) - [c6]Roland Kwitt, Andreas Uhl, Michael Häfner, Alfred Gangl, Friedrich Wrba, Andreas Vécsei:
Predicting the histology of colorectal lesions in a probabilistic framework. CVPR Workshops 2010: 103-110 - [c5]Michael Häfner, Alfred Gangl, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Classification of Endoscopic Images Using Delaunay Triangulation-Based Edge Features. ICIAR (2) 2010: 131-140 - [c4]Michael Häfner, Alfred Gangl, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Endoscopic Image Classification Using Edge-Based Features. ICPR 2010: 2724-2727
2000 – 2009
- 2009
- [j3]Andreas Vécsei, Thomas Fuhrmann, Michael Liedlgruber, Leonhard Brunauer, Hannes Payer, Andreas Uhl:
Automated classification of duodenal imagery in celiac disease using evolved Fourier feature vectors. Comput. Methods Programs Biomed. 95(2-S1): 68-78 (2009) - [j2]Michael Häfner, Roland Kwitt, Andreas Uhl, Alfred Gangl, Friedrich Wrba, Andreas Vécsei:
Feature extraction from multi-directional multi-resolution image transformations for the classification of zoom-endoscopy images. Pattern Anal. Appl. 12(4): 407-413 (2009) - [j1]Michael Häfner, Roland Kwitt, Andreas Uhl, Friedrich Wrba, Alfred Gangl, Andreas Vécsei:
Computer-assisted pit-pattern classification in different wavelet domains for supporting dignity assessment of colonic polyps. Pattern Recognit. 42(6): 1180-1191 (2009) - [c3]Michael Häfner, Alfred Gangl, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Combining Gaussian Markov random fields with the discrete-wavelet transform for endoscopic image classification. DPS 2009: 1-6 - [c2]Michael Häfner, Alfred Gangl, Roland Kwitt, Andreas Uhl, Andreas Vécsei, Friedrich Wrba:
Improving Pit-Pattern Classification of Endoscopy Images by a Combination of Experts. MICCAI (1) 2009: 247-254 - 2007
- [c1]Michael Häfner, Leonhard Brunauer, Hannes Payer, Robert Resch, Friedrich Wrba, Alfred Gangl, Andreas Vécsei, Andreas Uhl:
Pit Pattern Classification of Zoom-Endoscopical Colon Images Using DCT and FFT. CBMS 2007: 159-164
Coauthor Index
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