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David Major
David Major
Researcher, Biomedical Image Informatics, VRVis Research Center
Verified email at vrvis.at - Homepage
Title
Cited by
Cited by
Year
Fully convolutional architectures for multiclass segmentation in chest radiographs
AA Novikov, D Lenis, D Major, J Hladůvka, M Wimmer, K Bühler
IEEE transactions on medical imaging 37 (8), 1865-1876, 2018
2692018
Deep sequential segmentation of organs in volumetric medical scans
AA Novikov, D Major, M Wimmer, D Lenis, K Bühler
IEEE transactions on medical imaging 38 (5), 1207-1215, 2018
802018
Automated landmarking and labeling of fully and partially scanned spinal columns in CT images
D Major, J Hladůvka, F Schulze, K Bühler
Medical image analysis 17 (8), 1151-1163, 2013
302013
Domain aware medical image classifier interpretation by counterfactual impact analysis
D Lenis, D Major, M Wimmer, A Berg, G Sluiter, K Bühler
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
272020
Method, apparatus and system for automated spine labeling
D Major, J Hladuvka, K Buhler, F Schulze
US Patent 9,408,584, 2016
202016
Fully automatic cross-modality localization and labeling of vertebral bodies and intervertebral discs in 3D spinal images
M Wimmer, D Major, AA Novikov, K Bühler
International journal of computer assisted radiology and surgery 13, 1591-1603, 2018
132018
Interpreting medical image classifiers by optimization based counterfactual impact analysis
D Major, D Lenis, M Wimmer, G Sluiter, A Berg, K Bühler
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 1096-1100, 2020
112020
Method, apparatus and system for analyzing medical images of blood vessels
A Novikov, D Major, M Wimmer, K Buehler
US Patent 10,657,649, 2020
102020
Soft tissue sarcoma co-segmentation in combined mri and pet/ct data
T Neubauer, M Wimmer, A Berg, D Major, D Lenis, T Beyer, J Saponjski, ...
Multimodal Learning for Clinical Decision Support and Clinical Image-Based …, 2020
92020
Multi-task fusion for improving mammography screening data classification
M Wimmer, G Sluiter, D Major, D Lenis, A Berg, T Neubauer, K Bühler
IEEE Transactions on Medical Imaging 41 (4), 937-950, 2021
82021
Method, apparatus and system for identifying a specific part of a spine in an image
J Hladuvka, D Major, K Buehler
US Patent 9,763,635, 2017
62017
Fast and memory efficient feature detection using multiresolution probabilistic boosting trees
F Schulze, D Major, K Bühler
Václav Skala-UNION Agency, 2011
62011
Automated anatomy-based tracking of systemic arteries in arbitrary field-of-view CTA scans
AA Novikov, D Major, M Wimmer, G Sluiter, K Bühler
IEEE Transactions on Medical Imaging 36 (6), 1359-1371, 2017
52017
Anomaly detection using generative models and sum-product networks in mammography scans
M Dietrichstein, D Major, M Trapp, M Wimmer, D Lenis, P Winter, A Berg, ...
MICCAI Workshop on Deep Generative Models, 77-86, 2022
42022
Method, apparatus and system for spine labeling
M Wimmer, D Major, A Novikov, K Buehler
US Patent App. 15/736,860, 2018
42018
Method, apparatus and system for localizing a spine
J Hladuvka, D Major, K Bühler
US Patent 9,406,122, 2016
42016
On the importance of domain awareness in classifier interpretations in medical imaging
D Major, D Lenis, M Wimmer, A Berg, T Neubauer, K Bühler
IEEE Transactions on Medical Imaging, 2023
32023
Multi-class image segmentation method
A Novikov, D Major, D Lenis, M Wimmer, K Buehler
US Patent 11,055,851, 2021
32021
Method for automatically detecting systemic arteries in arbitrary field-of-view computed tomography angiography (CTA)
A Novikov, D Major, M Wimmer, K Buehler
US Patent 10,853,948, 2020
32020
Local entropy-optimized texture models for semi-automatic spine labeling in various MRI protocols
M Wimmer, D Major, AA Novikov, K Bühler
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 155-159, 2016
32016
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