Astrid Berg

According to our database, Astrid Berg authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Multiscale Attention-Based Instance Segmentation for Measuring Crystals With Large Size Variation.

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

IEEE Trans. Instrum. Meas., 2024

PARMESAN: Parameter-Free Memory Search and Transduction for Dense Prediction Tasks.

Philip Matthias Winter, Maria Wimmer, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Gaia Romana De Paolis, Johannes Novotny, Sophia Ulonska, Katja Bühler

CoRR, 2024

Multi-scale attention-based instance segmentation for measuring crystals with large size variation.

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

CoRR, 2024

Fast Medical Shape Reconstruction via Meta-learned Implicit Neural Representations.

Gaia Romana De Paolis, Dimitrios Lenis, Johannes Novotny, Maria Wimmer, Astrid Berg, Theresa Neubauer, Philip Matthias Winter, David Major, Ariharasudhan Muthusami, Gerald Schröcker, Martin Mienkina, Katja Bühler

Proceedings of the Shape in Medical Imaging - International Workshop, 2024

2023

Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods.

Astrid Berg, Eva Vandersmissen, Maria Wimmer, David Major, Theresa Neubauer, Dimitrios Lenis, Jeroen Cant, Annemiek Snoeckx, Katja Bühler

Comput. Biol. Medicine, March, 2023

On the Importance of Domain Awareness in Classifier Interpretations in Medical Imaging.

David Major, Dimitrios Lenis, Maria Wimmer, Astrid Berg, Theresa Neubauer, Katja Bühler

IEEE Trans. Medical Imaging, 2023

2022

Multi-Task Fusion for Improving Mammography Screening Data Classification.

Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler

IEEE Trans. Medical Imaging, 2022

Anomaly Detection using Generative Models and Sum-Product Networks in Mammography Scans.

Marc Dietrichstein, David Major, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler

CoRR, 2022

Anomaly Detection Using Generative Models and Sum-Product Networks in Mammography Scans.

Marc Dietrichstein, David Major, Martin Trapp, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler

Proceedings of the Deep Generative Models - Second MICCAI Workshop, 2022

2020

Soft Tissue Sarcoma Co-segmentation in Combined MRI and PET/CT Data.

Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler

Proceedings of the Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures, 2020

Domain Aware Medical Image Classifier Interpretation by Counterfactual Impact Analysis.

Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis.

David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020