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Dipl.-Ing.ⁱⁿ Dr.ⁱⁿ Astrid Berg

Senior Researcher

Astrid Berg studierte Technische Mathematik an der TU Wien, wo sie 2016 bei Prof. Franz Schuster auf dem Gebiet der konvexen Geometrie promovierte. Sie hat Berufserfahrung im öffentlichen und privaten Sektor gesammelt und ist seit 2019 Teil der Biomedical Image Informatics-Forschungsgruppe bei VRVis.

Forschungsgruppe

Biomedical Image Informatics

Portraitfoto von Astrid Berg

+43 1 908 98 92 berg(at)vrvis.at

Publikationen

T. Neubauer , A. Berg , M. Wimmer , D. Lenis , D. Major , P. Winter , G. R. De Paolis , J. Novotny , K. Reinharter , D. Lüftner , K. Bühler (2023)
Multi-scale attention-based instance segmentation for large crystal size variation
IEEE Instrumentation and Measurement
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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
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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
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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
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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
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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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