Andreas Vécsei

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 9

Top Topics

Distortion Correction

Automated Classification

Disease Diagnosis

Decision Support

Top Venues

Comput. Methods Programs Biomed.

Publications

Georg Wimmer, Michael Gadermayr, Andreas Vécsei, Andreas Uhl
Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities. SASHIMI@MICCAI (2020)
Georg Wimmer, Michael Gadermayr, Andreas Vécsei, Andreas Uhl
Improving Endoscopic Decision Support Systems by Translating Between Imaging Modalities. CoRR (2020)
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 (2018)
Michael Gadermayr, Georg Wimmer, Andreas Uhl, Hubert Kogler, Andreas Vécsei, Dorit Merhof
Fully-Automated CNN-Based Computer Aided Celiac Disease Diagnosis. ICIAP (2) (2017)
Georg Wimmer, Andreas Uhl, Andreas Vécsei
Evaluation of domain specific data augmentation techniques for the classification of celiac disease using endoscopic imagery. MMSP (2017)
Georg Wimmer, Sebastian Hegenbart, Andreas Vécsei, Andreas Uhl
Convolutional Neural Network Architectures for the Automated Diagnosis of Celiac Disease. CARE@MICCAI (2016)
Michael Gadermayr, Hubert Kogler, Maximilian Karla, Andreas Vécsei, Andreas Uhl, Dorit Merhof
Incorporating human knowledge in automated celiac disease diagnosis. IPTA (2016)
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)
Georg Wimmer, Andreas Vécsei, Andreas Uhl
CNN transfer learning for the automated diagnosis of celiac disease. IPTA (2016)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Dealing with Intra-Class and Intra-Image Variations in Automatic Celiac Disease Diagnosis. Bildverarbeitung für die Medizin (2015)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Boosting Small-Data Performance of LBP: A Case Study in Celiac Disease Diagnosis. SCIA (2015)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
Survey on computer aided decision support for diagnosis of celiac disease. Comput. Biol. Medicine 65 (2015)
Michael Gadermayr, Hubert Kogler, Andreas Uhl, Andreas Vécsei
Comparing endoscopic imaging configurations in computer-aided celiac disease diagnosis. IPTA (2015)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
The Effect of Endoscopic Lens Distortion Correction on Physicians' Diagnosis Performance. Bildverarbeitung für die Medizin (2014)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Degradation Adaptive Texture Classification: A Case Study in Celiac Disease Diagnosis Brings New Insight. ICIAR (2) (2014)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Getting one step closer to fully automatized celiac disease diagnosis. IPTA (2014)
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)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Is a Precise Distortion Estimation Needed for Computer Aided Celiac Disease Diagnosis? ICISP (2014)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Quality Based Information Fusion in Fully Automatized Celiac Disease Diagnosis. GCPR (2014)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei, Georg Wimmer
Scale invariant texture descriptors for classifying celiac disease. Medical Image Anal. 17 (4) (2013)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Feature Extraction with Intrinsic Distortion Correction in Celiac Disease Imagery: No Need for Rasterization. MCV (2013)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Distortion Adaptive Image Classification - An Alternative to Barrel-Type Distortion Correction. ISVC (2) (2013)
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)
Michael Gadermayr, Andreas Uhl, Andreas Vécsei
Barrel-Type Distortion Compensated Fourier Feature Extraction. ISVC (1) (2013)
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) (2013)
Michael Gadermayr, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei
Problems in Distortion Corrected Texture Classification and the Impact of Scale and Interpolation. ICIAP (1) (2013)
Michael Gadermayr, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei
Shape Curvature Histogram: A Shape Feature for Celiac Disease Diagnosis. MCV (2013)
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) (2012)
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)
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)
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)
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)
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) (2012)
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)
Andreas Uhl, Andreas Vécsei, Georg Wimmer
Complex Wavelet Transform Variants in a Scale Invariant Classification of Celiac Disease. IbPRIA (2011)
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)
Michael Liedlgruber, Andreas Uhl, Andreas Vécsei
Statistical analysis of the impact of distortion (correction) on an automated classification of celiac disease. DSP (2011)
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) (2011)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
Systematic Assessment of Performance Prediction Techniques in Medical Image Classification A Case Study on Celiac Disease. IPMI (2011)
Sebastian Hegenbart, Andreas Uhl, Andreas Vécsei
Impact of Histogram Subset Selection on Classification using Multi-scale LBP-Operators. Bildverarbeitung für die Medizin (2011)
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)
Andreas Uhl, Andreas Vécsei, Georg Wimmer
Fractal analysis for the viewpoint invariant classification of celiac disease. ISPA (2011)
Michael Häfner, Alfred Gangl, Michael Liedlgruber, Andreas Uhl, Andreas Vécsei, Friedrich Wrba
Endoscopic Image Classification Using Edge-Based Features. ICPR (2010)
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) (2010)
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)
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)
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)
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) (2009)
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)
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) (2009)
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) (2009)
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)