Astrid Berg

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

Impact Analysis

Maxillofacial Surgery

Multiscale Representation

Top Venues

IEEE Trans. Medical Imaging

IEEE Trans. Instrum. Meas.

Publications

Theresa Neubauer, Astrid Berg, Maria Wimmer, Dimitrios Lenis, David Major, Philip Matthias Winter, Gaia Romana De Paolis, Johannes Novotny, Daniel Lüftner, Katja Reinharter, Katja Bühler
Multi-scale attention-based instance segmentation for measuring crystals with large size variation. CoRR (2024)
Philip Matthias Winter, Maria Wimmer, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Gaia Romana De Paolis, Johannes Novotny, Sophia Ulonska, Katja Bühler
PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks. CoRR (2024)
Theresa Neubauer, Astrid Berg, Maria Wimmer, Dimitrios Lenis, David Major, Philip Matthias Winter, Gaia Romana De Paolis, Johannes Novotny, Daniel Lüftner, Katja Reinharter, Katja Bühler
Multiscale Attention-Based Instance Segmentation for Measuring Crystals With Large Size Variation. IEEE Trans. Instrum. Meas. 73 (2024)
Astrid Berg, Eva Vandersmissen, Maria Wimmer, David Major, Theresa Neubauer, Dimitrios Lenis, Jeroen Cant, Annemiek Snoeckx, Katja Bühler
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods. Comput. Biol. Medicine 154 (2023)
David Major, Dimitrios Lenis, Maria Wimmer, Astrid Berg, Theresa Neubauer, Katja Bühler
On the Importance of Domain Awareness in Classifier Interpretations in Medical Imaging. IEEE Trans. Medical Imaging 42 (8) (2023)
Astrid Berg, Eva Vandersmissen, Maria Wimmer, David Major, Theresa Neubauer, Dimitrios Lenis, Jeroen Cant, Annemiek Snoeckx, Katja Bühler
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods. CoRR (2023)
Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler
Multi-Task Fusion for Improving Mammography Screening Data Classification. IEEE Trans. Medical Imaging 41 (4) (2022)
Marc Dietrichstein, David Major, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler
Anomaly Detection using Generative Models and Sum-Product Networks in Mammography Scans. CoRR (2022)
Marc Dietrichstein, David Major, Martin Trapp, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler
Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans. DGM4MICCAI@MICCAI (2022)
Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler
Multi-task fusion for improving mammography screening data classification. CoRR (2021)
David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. CoRR (2020)
Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler
Soft Tissue Sarcoma Co-Segmentation in Combined MRI and PET/CT Data. CoRR (2020)
David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. ISBI (2020)
Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler
Domain aware medical image classifier interpretation by counterfactual impact analysis. CoRR (2020)
Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler
Domain Aware Medical Image Classifier Interpretation by Counterfactual Impact Analysis. MICCAI (1) (2020)
Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler
Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data. ML-CDS/CLIP@MICCAI (2020)