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David Major

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

Jan 08, 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

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

Jan 24, 2023
Astrid Berg, Eva Vandersmissen, Maria Wimmer, David Major, Theresa Neubauer, Dimitrios Lenis, Jeroen Cant, Annemiek Snoeckx, Katja Bühler

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

Oct 12, 2022
Marc Dietrichstein, David Major, Maria Wimmer, Dimitrios Lenis, Philip Winter, Astrid Berg, Theresa Neubauer, Katja Bühler

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Multi-task fusion for improving mammography screening data classification

Dec 01, 2021
Maria Wimmer, Gert Sluiter, David Major, Dimitrios Lenis, Astrid Berg, Theresa Neubauer, Katja Bühler

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

Sep 24, 2020
Theresa Neubauer, Maria Wimmer, Astrid Berg, David Major, Dimitrios Lenis, Thomas Beyer, Jelena Saponjski, Katja Bühler

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Domain aware medical image classifier interpretation by counterfactual impact analysis

Jul 13, 2020
Dimitrios Lenis, David Major, Maria Wimmer, Astrid Berg, Gert Sluiter, Katja Bühler

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Interpreting Medical Image Classifiers by Optimization Based Counterfactual Impact Analysis

Apr 03, 2020
David Major, Dimitrios Lenis, Maria Wimmer, Gert Sluiter, Astrid Berg, Katja Bühler

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Deep Sequential Segmentation of Organs in Volumetric Medical Scans

Jul 06, 2018
Alexey Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler

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Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs

Feb 13, 2018
Alexey A. Novikov, Dimitrios Lenis, David Major, Jiri Hladůvka, Maria Wimmer, Katja Bühler

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