David Major

According to our database, David Major authored at least 24 papers between 2011 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

Approaches to Code Selection for Epistemic Networks.

Dorottya Árva, Anna Jeney, Diána Dunai, David Major, Annamária Cseh, Szilvia Zörgo

Proceedings of the Advances in Quantitative Ethnography - 5th International Conference, 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

2019

Deep Sequential Segmentation of Organs in Volumetric Medical Scans.

Alexey A. Novikov, David Major, Maria Wimmer, Dimitrios Lenis, Katja Bühler

IEEE Trans. Medical Imaging, 2019

2018

Fully Convolutional Architectures for Multiclass Segmentation in Chest Radiographs.

Alexey A. Novikov, Dimitrios Lenis, David Major, Jirí Hladuvka, Maria Wimmer, Katja Bühler

IEEE Trans. Medical Imaging, 2018

Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images.

Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler

Int. J. Comput. Assist. Radiol. Surg., 2018

2017

Automated Anatomy-Based Tracking of Systemic Arteries in Arbitrary Field-of-View CTA Scans.

Alexey A. Novikov, David Major, Maria Wimmer, Gert Sluiter, Katja Bühler

IEEE Trans. Medical Imaging, 2017

Fully Convolutional Architectures for Multi-Class Segmentation in Chest Radiographs.

Alexey A. Novikov, David Major, Dimitrios Lenis, Jirí Hladuvka, Maria Wimmer, Katja Bühler

CoRR, 2017

2016

Local entropy-optimized texture models for semi-automatic spine labeling in various MRI protocols.

Maria Wimmer, David Major, Alexey A. Novikov, Katja Bühler

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

A Two-Level Cascade Classification Algorithm for Real-Time Bifurcation Detection in CTA Images of Blood Vessels.

Alexey A. Novikov, Maria Wimmer, David Major, Katja Bühler

Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2015

Automated Slice-Based Artery Identification in Various Field-of-View CTA Scans.

David Major, Alexey A. Novikov, Maria Wimmer, Jirí Hladuvka, Katja Bühler

Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2015

2014

Erratum to "Automated landmarking and labeling of fully and partially scanned spinal columns in CT images" [Med. Image Anal. 17(2013) 1151-1163].

David Major, Jirí Hladuvka, Florian Schulze, Katja Bühler

Medical Image Anal., 2014

2013

Automated landmarking and labeling of fully and partially scanned spinal columns in CT images.

David Major, Jirí Hladuvka, Florian Schulze, Katja Bühler

Medical Image Anal., 2013

2011

Fast and Memory Efficient Feature Detection using Multiresolution Probabilistic Boosting Trees.

Florian Schulze, David Major, Katja Bühler

J. WSCG, 2011