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Lukas Ebner
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 11
Top Topics
Pattern Analysis
Convolutional Neural Network
Top Venues
CoRR
IEEE J. Biomed. Health Informatics
MLMI@MICCAI
IEEE Trans. Medical Imaging
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Publications
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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
Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation.
IEEE Access
12 (2024)
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
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports.
CoRR
(2023)
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
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports.
ICCV (Workshops)
(2023)
Behzad Bozorgtabar
,
Dwarikanath Mahapatra
,
Hendrik von Teng
,
Alexander Pollinger
,
Lukas Ebner
,
Jean-Philippe Thiran
,
Mauricio Reyes
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays.
Comput. Vis. Image Underst.
184 (2019)
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
Weakly Supervised Learning Strategy for Lung Defect Segmentation.
MLMI@MICCAI
(2019)
Marios Anthimopoulos
,
Stergios Christodoulidis
,
Lukas Ebner
,
Thomas Geiser
,
Andreas Christe
,
Stavroula G. Mougiakakou
Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks.
IEEE J. Biomed. Health Informatics
23 (2) (2019)
Behzad Bozorgtabar
,
Dwarikanath Mahapatra
,
Hendrik von Teng
,
Alexander Pollinger
,
Lukas Ebner
,
Jean-Philippe Thiran
,
Mauricio Reyes
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays.
CoRR
(2019)
Marios Anthimopoulos
,
Stergios Christodoulidis
,
Lukas Ebner
,
Thomas Geiser
,
Andreas Christe
,
Stavroula G. Mougiakakou
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks.
CoRR
(2018)
Stergios Christodoulidis
,
Marios Anthimopoulos
,
Lukas Ebner
,
Andreas Christe
,
Stavroula G. Mougiakakou
Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis.
IEEE J. Biomed. Health Informatics
21 (1) (2017)
Stergios Christodoulidis
,
Marios Anthimopoulos
,
Lukas Ebner
,
Andreas Christe
,
Stavroula G. Mougiakakou
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis.
CoRR
(2016)
Marios Anthimopoulos
,
Stergios Christodoulidis
,
Lukas Ebner
,
Andreas Christe
,
Stavroula G. Mougiakakou
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network.
IEEE Trans. Medical Imaging
35 (5) (2016)