Publications

Results 1-11 of 11

Issue DateTitleTypeAuthor(s)
1Jul-2022Fulltext availableOpen AccessData-efficient vision transformers for multi-label sisease classification on chest radiographsArticleBehrendt, Finn ; Bhattacharya, Debayan ; Krüger, Julia ; Opfer, Roland ; Schlaefer, Alexander 
2Apr-2022Infratentorial lesions in multiple sclerosis patients: intra- and inter-rater variability in comparison to a fully automated segmentation using 3D convolutional neural networksArticleKrüger, Julia ; Ostwaldt, Ann-Christin ; Spies, Lothar ; Geisler, Benjamin ; Schlaefer, Alexander ; Kitzler, Hagen H. ; Schippling, Sven ; Opfer, Roland 
3Mar-2022Unsupervised anomaly detection in 3D brain MRI using deep learning with multi-task brain age predictionChapter/Article (Proceedings)Bengs, Marcel ; Behrendt, Finn ; Laves, Max-Heinrich ; Krüger, Julia ; Opfer, Roland ; Schlaefer, Alexander 
4Mar-2022Unsupervised anomaly detection in 3D brain MRI using deep learning with impured training dataChapter/Article (Proceedings)Behrendt, Finn ; Bengs, Marcel ; Rogge, Frederik ; Krüger, Julia ; Opfer, Roland ; Schlaefer, Alexander 
52022Capturing Inter-Slice Dependencies of 3D Brain MRI-Scans for Unsupervised Anomaly DetectionChapter/Article (Proceedings)Behrendt, Finn ; Bengs, Marcel ; Bhattacharya, Debayan ; Krüger, Julia ; Opfer, Roland ; Schlaefer, Alexander 
612-Jul-2021Fulltext availableOpen AccessThree-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRIArticleBengs, Marcel ; Behrendt, Finn ; Krüger, Julia ; Opfer, Roland ; Schlaefer, Alexander 
724-Sep-2020Fulltext availableOpen AccessFully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networksArticleKrüger, Julia ; Opfer, Roland ; Gessert, Nils Thorben ; Ostwaldt, Ann-Christin ; Manogaran, Paraveena ; Kitzler, Hagen H. ; Schlaefer, Alexander ; Schippling, Sven 
8Sep-2020Multiple sclerosis lesion activity segmentation with attention-guided two-path CNNsArticleGessert, Nils Thorben ; Krüger, Julia ; Opfer, Roland ; Ostwaldt, Ann-Christin ; Manogaran, Praveena ; Kitzler, Hagen H. ; Schippling, Sven ; Schlaefer, Alexander 
92019Fully automated longitudinal segmentation of new or enlarging multiple sclerosis (MS) lesions using 3D convolutional neural networksChapter/Article (Proceedings)Krüger, Julia ; Opfer, Roland ; Gessert, Nils Thorben ; Schippling, Sven ; Ostwaldt, Ann-Christin ; Walker-Egger, Christine ; Manogaran, Paraveena ; Schlaefer, Alexander 
102019Deep Learning in der SPECT und PET des GehirnsArticleBuchert, Ralph ; Krüger, Julia ; Gessert, Nils Thorben ; Lehnert, Wencke ; Apostolova, Ivayla ; Klutmann, Susanne ; Schlaefer, Alexander 
112019Fully automated lesion segmentation using heavily trained 3D convolutional neural networks are equivalent to manual expert segmentationsPosterKrüger, Julia ; Opfer, Roland ; Gessert, Nils Thorben ; Ostwaldt, Ann-Christin ; Walker-Egger, Christine ; Manogaran, Paraveena ; Wang, Chenyu ; Barnett, Michael ; Schlaefer, Alexander ; Schippling, Sven