David Major

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 25

Top Topics

Fully Automatic

Impact Analysis

Top Venues

IEEE Trans. Medical Imaging

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)
Dorottya Árva, Anna Jeney, Diána Dunai, David Major, Annamária Cseh, Szilvia Zörgo
Approaches to Code Selection for Epistemic Networks. ICQE (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)
David Major, Ross Teixeira, Jonathan R. Mayer
No WAN's Land: Mapping U.S. Broadband Coverage with Millions of Address Queries to ISPs. Internet Measurement Conference (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)
Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. IEEE Trans. Medical Imaging 38 (5) (2019)
Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler
Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images. Int. J. Comput. Assist. Radiol. Surg. 13 (10) (2018)
Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler
Deep Sequential Segmentation of Organs in Volumetric Medical Scans. CoRR (2018)
Alexey A. Novikov, Dimitrios Lenis, David Major, Jirí Hladuvka, Maria Wimmer, Katja Bühler
Fully Convolutional Architectures for Multiclass Segmentation in Chest Radiographs. IEEE Trans. Medical Imaging 37 (8) (2018)
Alexey A. Novikov, David Major, Maria Wimmer, Gert Sluiter, Katja Bühler
Automated Anatomy-Based Tracking of Systemic Arteries in Arbitrary Field-of-View CTA Scans. IEEE Trans. Medical Imaging 36 (6) (2017)
Alexey A. Novikov, David Major, Dimitrios Lenis, Jirí Hladuvka, Maria Wimmer, Katja Bühler
Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs. CoRR (2017)
Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler
Local entropy-optimized texture models for semi-automatic spine labeling in various MRI protocols. ISBI (2016)
David Major, Alexey A. Novikov, Maria Wimmer, Jirí Hladuvka, Katja Bühler
Automated Slice-Based Artery Identification in Various Field-of-View CTA Scans. VCBM (2015)
Alexey A. Novikov, Maria Wimmer, David Major, Katja Bühler
A Two-Level Cascade Classification Algorithm for Real-Time Bifurcation Detection in CTA Images of Blood Vessels. VCBM (2015)
David Major, Jirí Hladuvka, Florian Schulze, Katja Bühler
Erratum to "Automated landmarking and labeling of fully and partially scanned spinal columns in CT images" [Med. Image Anal. 17(2013) 1151-1163]. Medical Image Anal. 18 (2) (2014)
David Major, Jirí Hladuvka, Florian Schulze, Katja Bühler
Automated landmarking and labeling of fully and partially scanned spinal columns in CT images. Medical Image Anal. 17 (8) (2013)
Florian Schulze, David Major, Katja Bühler
Fast and Memory Efficient Feature Detection using Multiresolution Probabilistic Boosting Trees. J. WSCG 19 (1) (2011)