Andreas Christe

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for Diagnosis.
DEMI@MICCAI
Ethan Dack, Lorenzo Brigato, Vasilis Dedousis, Janine Gote-Schniering, Cheryl Magnin, Hanno Hoppe, Aristomenis K. Exadaktylos, Manuela Funke-Chambour, Thomas Geiser, Andreas Christe, Lukas Ebner, Stavroula G. Mougiakakou
2025 J jnl
Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for Diagnosis.
CoRR
Ethan Dack, Lorenzo Brigato, Vasilis Dedousis, Janine Gote-Schniering, Cheryl Magnin, Hanno Hoppe, Aristomenis K. Exadaktylos, Manuela Funke-Chambour, Thomas Geiser, Andreas Christe, Lukas Ebner, Stavroula G. Mougiakakou
2024 J jnl
Computer-Aided Diagnosis System for Lung Fibrosis: From the Effect of Radiomic Features and Multi-Layer-Perceptron Mixers to Pre-Clinical Evaluation.
IEEE Access
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 K. Exadaktylos, Lukas Ebner, Stavroula G. Mougiakakou
2023 — conf
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports.
ICCV (Workshops)
Ethan Dack, Lorenzo Brigato, Matthew McMurray, Matthias Fontanellaz, Thomas Frauenfelder, Hanno Hoppe, Aristomenis K. Exadaktylos, Thomas Geiser, Manuela Funke-Chambour, Andreas Christe, Lukas Ebner, Stavroula G. Mougiakakou
2023 J jnl
An Empirical Analysis for Zero-Shot Multi-Label Classification on COVID-19 CT Scans and Uncurated Reports.
CoRR
Ethan Dack, Lorenzo Brigato, Matthew McMurray, Matthias Fontanellaz, Thomas Frauenfelder, Hanno Hoppe, Aristomenis K. Exadaktylos, Thomas Geiser, Manuela Funke-Chambour, Andreas Christe, Lukas Ebner, Stavroula G. Mougiakakou
2019 J jnl
Semantic Segmentation of Pathological Lung Tissue With Dilated Fully Convolutional Networks.
IEEE J. Biomed. Health Informatics
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula G. Mougiakakou
2018 J jnl
Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional Networks.
CoRR
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Thomas Geiser, Andreas Christe, Stavroula G. Mougiakakou
2017 J jnl
Multisource Transfer Learning With Convolutional Neural Networks for Lung Pattern Analysis.
IEEE J. Biomed. Health Informatics
Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou
2016 J jnl
Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network.
IEEE Trans. Medical Imaging
Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou
2016 J jnl
Multi-source Transfer Learning with Convolutional Neural Networks for Lung Pattern Analysis.
CoRR
Stergios Christodoulidis, Marios Anthimopoulos, Lukas Ebner, Andreas Christe, Stavroula G. Mougiakakou
2014 — conf
Classification of interstitial lung disease patterns using local DCT features and random forest.
EMBC
Marios Anthimopoulos, Stergios Christodoulidis, Andreas Christe, Stavroula G. Mougiakakou