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Stefan Denner
Stefan Denner
在 dkfz-heidelberg.de 的电子邮件经过验证 - 首页
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Autoencoders for unsupervised anomaly segmentation in brain MR images: a comparative study
C Baur, S Denner, B Wiestler, N Navab, S Albarqouni
Medical Image Analysis 69, 101952, 2021
3442021
Spatio-temporal learning from longitudinal data for multiple sclerosis lesion segmentation
S Denner, A Khakzar, M Sajid, M Saleh, Z Spiclin, ST Kim, N Navab
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2021
242021
Deep-learning based detection of vessel occlusions on CT-angiography in patients with suspected acute ischemic stroke
G Brugnara, M Baumgartner, ED Scholze, K Deike-Hofmann, K Kades, ...
Nature Communications 14 (1), 4938, 2023
92023
Leveraging foundation models for content-based medical image retrieval in radiology
S Denner, D Zimmerer, D Bounias, M Bujotzek, S Xiao, L Kausch, ...
arXiv preprint arXiv:2403.06567, 2024
32024
Efficient Large Scale Medical Image Dataset Preparation for Machine Learning Applications
S Denner, J Scherer, K Kades, D Bounias, P Schader, L Kausch, ...
MICCAI Workshop on Data Engineering in Medical Imaging, 46-55, 2023
22023
kaapana/kaapana: v0.2.0
J Scherer, K Kades, H Gao, P Schader, K Parekh, S Parampottupadam, ...
Computer Program. Version 0.2.0, 2022
22022
Automated Ensemble Multimodal Machine Learning for Healthcare
F Imrie, S Denner, LS Brunschwig, K Maier-Hein, M van der Schaar
arXiv preprint arXiv:2407.18227, 2024
12024
Embarrassingly Simple Scribble Supervision for 3D Medical Segmentation
K Gotkowski, C Lüth, PF Jäger, S Ziegler, L Krämer, S Denner, S Xiao, ...
arXiv preprint arXiv:2403.12834, 2024
12024
From Generalist to Specialist: Incorporating Domain-Knowledge into Flamingo for Chest X-Ray Report Generation
R Stock, S Denner, Y Kirchhoff, C Ulrich, MR Rokuss, S Roy, N Disch, ...
Medical Imaging with Deep Learning, 2024
12024
Longitudinal Segmentation of MS Lesions via Temporal Difference Weighting
M Rokuss, Y Kirchhoff, S Roy, B Kovacs, C Ulrich, T Wald, M Zenk, ...
arXiv preprint arXiv:2409.13416, 2024
2024
Visual Prompt Engineering for Medical Vision Language Models in Radiology
S Denner, M Bujotzek, D Bounias, D Zimmerer, R Stock, PF Jäger, ...
ECCV 2024 Workshop on Emergent Visual Abilities and Limits of Foundation Models, 2024
2024
Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain
MR Bujotzek, Ü Akünal, S Denner, P Neher, M Zenk, E Frodl, A Jaiswal, ...
arXiv preprint arXiv:2405.09409, 2024
2024
kaapana/kaapana: v0.3.1
Ü Akünal, R Baidya, M Bankovic, J Beyermann, M Bujotzek, S Denner, ...
https://doi.org/10.5281/zenodo.11035592, 2024
2024
Automatic classification of prostate MR series type using image content and metadata
D Krishnaswamy, B Kovács, S Denner, S Pieper, D Clunie, CP Bridge, ...
Medical Imaging with Deep Learning, 2024
2024
Systems, Devices, Components and Methods for Electroanatomical Mapping of the Heart Using 3D Reconstructions Derived from Biosignals
AT Grund, SM Denner, DE Luksic, P Haeusser, P Ruppersberg, ...
US Patent App. 18/125,630, 2023
2023
Biosignal-Based Intracardiac Navigation Systems, Devices, Components and Methods
SM Denner, P Haeusser, P Ruppersberg, DE Luksic, AT Grund
US Patent App. 17/863,246, 2022
2022
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