Team

zurück zur Übersicht

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

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
PDF
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
PDF
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
PDF
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
PDF
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
Bibtex
PDF
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