Classification of interstitial lung disease patterns using local DCT features and random forest. - Marios Anthimopoulos; Stergios Christodoulidis; Andreas Christe; Stavroula G. Mougiakakou (EMBC, 2014)

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)

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)

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)

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)

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 (ICCV (Workshops), 2023)

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; et al. (IEEE Access, 2024)