Lukas Ebner

According to our database, Lukas Ebner authored at least 8 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation.

Matthias Fontanellaz, Andreas Christe, Stergios Christodoulidis, Ethan Dack, Justus Roos, D. Drakopoulos, D. Sieron, Alan Peters, Thomas Geiser, Manuela Funke-Chambour, J. Heverhagen, Hanno Hoppe, Aristomenis Exadaktylos, Lukas Ebner, Stavroula G. Mougiakakou

IEEE Access, 2024

2023

An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports.

Ethan Dack, Lorenzo Brigato, Matthew McMurray, Matthias Fontanellaz, Thomas Frauenfelder, Hanno Hoppe, Aristomenis Exadaktylos, Thomas Geiser, Manuela Funke-Chambour, Andreas Christe, Lukas Ebner, Stavroula G. Mougiakakou

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2019

Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks.

Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula G. Mougiakakou

IEEE J. Biomed. Health Informatics, 2019

Informative sample generation using class aware generative adversarial networks for classification of chest Xrays.

Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Philippe Thiran, Mauricio Reyes

Comput. Vis. Image Underst., 2019

Weakly Supervised Learning Strategy for Lung Defect Segmentation.

Robin Sandkühler, Christoph Jud, Grzegorz Bauman, Corin Willers, Orso Pusterla, Sylvia Nyilas, Alan Peters, Lukas Ebner, Enno Stranziger, Oliver Bieri, Philipp Latzin, Philippe C. Cattin

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

2017

Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis.

Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou

IEEE J. Biomed. Health Informatics, 2017

2016

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network.

Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou

IEEE Trans. Medical Imaging, 2016

Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis.

Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou

CoRR, 2016