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Dimitrios Lenis

Scientific Expert

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

D. Major , D. Lenis , M. Wimmer , A. Berg , T. Neubauer , K. Bühler (2023)
On the importance of domain awareness in classifier interpretations in medical imaging
IEEE Transactions on Medical Imaging
Bibtex
A. Berg , E. Vandersmissen , M. Wimmer , D. Major , T. Neubauer , D. Lenis , J. Cant , A. Snoeckx , K. Bühler (2023)
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods
Computers in Biology and Medicine
Bibtex
M. Dietrichstein , D. Major , M. Trapp , M. Wimmer , D. Lenis , P. Winter , A. Berg , T. Neubauer , K. Bühler (2022)
Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans
Deep Generative Models. DGM4MICCAI 2022. Lecture Notes in Computer Science, vol 13609.
Bibtex
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
Bibtex
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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
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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)
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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