Folgen
Constantin Seibold
Constantin Seibold
Karlsruhe Institute of Technology, HIDSS4Health
Bestätigte E-Mail-Adresse bei kit.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Every annotation counts: Multi-label deep supervision for medical image segmentation
S Reiß, C Seibold, A Freytag, E Rodner, R Stiefelhagen
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
462021
Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation
C Seibold, S Reiß, J Kleesiek, R Stiefelhagen
36th AAAI Conference on Artificial Intelligence, 2022
162022
Let's Play for Action: Recognizing Activities of Daily Living by Learning from Life Simulation Video Games
A Roitberg, D Schneider, A Djamal, C Seibold, S Reiß, R Stiefelhagen
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
142021
Content and Colour Distillation for Learning Image Translations with the Spatial Profile Loss
MS Sarfraz, C Seibold, H Khalid, R Stiefelhagen
30th British Machine Vision Conference (BMVC), 2019
132019
Self-Guided Multiple Instance Learning for Weakly Supervised Thoracic Disease Classification and Localization in Chest Radiographs
C Seibold, J Kleesiek, HP Schlemmer, R Stiefelhagen
Proceedings of the Asian Conference on Computer Vision (ACCV), 2020
8*2020
CT Angiography Clot Burden Score from Data Mining of Structured Reports for Pulmonary Embolism
HUK Matthias A. Fink, Victoria L. Mayer, Thomas Schneider, Constantin ...
Radiology, 2021
7*2021
Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training
C Seibold, S Reiß, MS Sarfraz, R Stiefelhagen, J Kleesiek
International Conference on Medical Image Computing and Computer-Assisted …, 2022
62022
Hierarchical nearest neighbor graph embedding for efficient dimensionality reduction
S Sarfraz, M Koulakis, C Seibold, R Stiefelhagen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
52022
Flying guide dog: Walkable path discovery for the visually impaired utilizing drones and transformer-based semantic segmentation
H Tan, C Chen, X Luo, J Zhang, C Seibold, K Yang, R Stiefelhagen
2021 IEEE International Conference on Robotics and Biomimetics (ROBIO), 1123 …, 2021
52021
A reporting and analysis framework for structured evaluation of COVID-19 clinical and imaging data
GA Salg, MK Ganten, AM Bucher, HG Kenngott, MA Fink, C Seibold, ...
npj Digital Medicine 4 (1), 2021
42021
Prediction of low-keV monochromatic images from polyenergetic CT scans for improved automatic detection of pulmonary embolism
C Seibold, MA Fink, C Goos, HU Kauczor, HP Schlemmer, R Stiefelhagen, ...
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 2021
32021
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
A Roitberg, K Peng, Z Marinov, C Seibold, D Schneider, R Stiefelhagen
2022 IEEE Intelligent Vehicles Symposium (IV), 2022
22022
Pose2Drone: A Skeleton-Pose-based Framework for Human-Drone Interaction
Z Marinov, S Vasileva, Q Wang, C Seibold, J Zhang, R Stiefelhagen
2021 29th European Signal Processing Conference (EUSIPCO), 2021
22021
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues
VJ Hallitschke, T Schlumberger, P Kataliakos, Z Marinov, M Kim, ...
arXiv preprint arXiv:2301.09914, 2023
12023
Graph-constrained Contrastive Regularization for Semi-weakly Volumetric Segmentation
S Reiß, C Seibold, A Freytag, E Rodner, R Stiefelhagen
European Conference on Computer Vision (ECCV), 2022
12022
Jointly Optimized Deep Neural Networks to Synthesize Monoenergetic Images from Single-Energy CT Angiography for Improving Classification of Pulmonary Embolism
MA Fink, C Seibold, HU Kauczor, R Stiefelhagen, J Kleesiek
Diagnostics 12 (5), 1224, 2022
12022
Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology
O Ester, F Hörst, C Seibold, J Keyl, S Ting, N Vasileiadis, J Schmitz, ...
Computerized Medical Imaging and Graphics, 102238, 2023
2023
Is There a Role of Artificial Intelligence in Preclinical Imaging?
A Küper, P Blanc-Durand, A Gafita, D Kersting, WP Fendler, C Seibold, ...
Seminars in Nuclear Medicine, 2023
2023
Decoupled Semantic Prototypes enable learning from diverse annotation types for semi-weakly segmentation in expert-driven domains
S Reiß, C Seibold, A Freytag, E Rodner, R Stiefelhagen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2023
Detailed Annotations of Chest X-Rays via CT Projection for Report Understanding
C Seibold, S Reiß, S Sarfraz, MA Fink, V Mayer, J Sellner, MS Kim, ...
33rd British Machine Vision Conference (BMVC), 2022
2022
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20