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ORCIDKatja Bühler
- > Home > Persons > Katja Bühler
Publications
- 2024
[j38]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: 1-13 (2024)- [i12]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 abs/2401.03939 (2024) - [i11]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 abs/2403.11743 (2024) - 2023
- [j37]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: 106543 (2023) - [j34]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): 2286-2298 (2023) - [i10]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 abs/2301.09338 (2023) - 2022
- [j32]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): 937-950 (2022) - [c39]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: 77-86 - [i8]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 abs/2210.06188 (2022) - 2021
- [i7]Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler:
Multi-task fusion for improving mammography screening data classification. CoRR abs/2112.01320 (2021) - 2020
- [c37]David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler:
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. ISBI 2020: 1096-1100 - [c36]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: 97-105 - [c35]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: 315-325 - [i5]David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler:
Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis. CoRR abs/2004.01610 (2020) - [i4]Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler:
Domain aware medical image classifier interpretation by counterfactual impact analysis. CoRR abs/2007.06312 (2020) - [i3]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 abs/2008.12544 (2020)
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