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Dimitrios Lenis

Forscher

Dimitrios Lenis ist Forscher am VRVis.

Forschungsgruppe

Biomedical Image Informatics

Portraitfoto von Dimitrios Lenis

+43 1 908 98 92

Awards

eAward Künstliche Intelligenz
VRVis erhält den eAward 2021 in der Kategorie
Neue KI-Methode des VRVis, die Vertrauen in computergestützte Diagnosen stärkt, erhält den eAward 2021.

Publikationen

M. Wimmer, G. Sluiter, D. Major, D. Lenis, A. Berg, T. Neubauer, K. Bühler (2021)
Multi-task fusion for improving mammography screening data classification
IEEE Transactions on Medical Imaging
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D. Lenis, D. Major, M. Wimmer, A. Berg, G. Sluiter, K. Bühler (2020)
Domain aware medical image classifier interpretation by counterfactual impact analysis
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020
Bibtex
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T. Neubauer, M. Wimmer, A. Berg, D. Major, D. Lenis, T. Beyer, J. Saponjski, K. Bühler (2020)
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data
"Multimodal Learning for Clinical Decision Support" Workshop of the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2020
Bibtex
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D. Major, D. Lenis, M. Wimmer, G. Sluiter, A. Berg, K. Bühler (2020)
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI)
Bibtex
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A. A. Novikow, D. Major, M. Wimmer, D. Lenis, K. Bühler (2018)
Deep Sequential Segmentation of Organs in Volumetric Medical Scans
IEEE Transactions on Medical Imaging
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A. A. Novikow, D. Lenis, D. Major, J. Hladůvka, M. Wimmer, K. Bühler (2018)
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs
IEEE Transactions on Medical Imaging
Bibtex