Zobrazeno 1 - 10
of 367
pro vyhledávání: '"Grechenig, P"'
Autor:
Morano, José, Aresta, Guilherme, Grechenig, Christoph, Schmidt-Erfurth, Ursula, Bogunović, Hrvoje
The use of multimodal imaging has led to significant improvements in the diagnosis and treatment of many diseases. Similar to clinical practice, some works have demonstrated the benefits of multimodal fusion for automatic segmentation and classificat
Externí odkaz:
http://arxiv.org/abs/2402.01311
Autor:
Lachinov, Dmitrii, Chakravarty, Arunava, Grechenig, Christoph, Schmidt-Erfurth, Ursula, Bogunovic, Hrvoje
Robust forecasting of the future anatomical changes inflicted by an ongoing disease is an extremely challenging task that is out of grasp even for experienced healthcare professionals. Such a capability, however, is of great importance since it can i
Externí odkaz:
http://arxiv.org/abs/2211.04234
Autor:
Peter Grechenig, Barbara Hallmann, Nicolas Rene Eibinger, Amir Koutp, Paul Zajic, Gerald Höfler, Paul Puchwein
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-7 (2024)
Abstract Resuscitative Endovascular Balloon Occlusion of the Aorta (REBOA) may be useful in treating exsanguinating trauma patients. This study seeks to compare rates of success, complications and time required for vascular access between ultrasound-
Externí odkaz:
https://doaj.org/article/9fe607fd31d04ef5bd4b196b70e50a3e
Publikováno v:
Clinical eHealth, Vol 6, Iss , Pp 85-95 (2023)
The consequences of stroke are often severe and result in the need for rehabilitation of different regions in the body for a defined period. Rehabilitation exercises are often monotonous and quickly become boring, therefore serious games try to inclu
Externí odkaz:
https://doaj.org/article/2eaffd06de5a4308ae04eb15cbc3e2b1
Autor:
René Baranyi, Christoph Hirber, Lukas Roehrling, Christoph Aigner, Dominik Hoelbling, Werner Hoerner, Thomas Grechenig
Publikováno v:
Applied Sciences, Vol 14, Iss 11, p 4780 (2024)
Wrist injuries, driven by factors such as an aging population and the popularity of high-impact sports, have become increasingly prevalent. In response, this study focuses on developing a serious game for wrist injury rehabilitation within a virtual
Externí odkaz:
https://doaj.org/article/806401383d324b59b6850858cf19e03f
Autor:
Rivail, Antoine, Schmidt-Erfurth, Ursula, Vogl, Wolf-Dieter, Waldstein, Sebastian M., Riedl, Sophie, Grechenig, Christoph, Wu, Zhichao, Bogunović, Hrvoje
Longitudinal imaging is capable of capturing the static ana\-to\-mi\-cal structures and the dynamic changes of the morphology resulting from aging or disease progression. Self-supervised learning allows to learn new representation from available larg
Externí odkaz:
http://arxiv.org/abs/1910.09420
Autor:
Orlando, José Ignacio, Seeböck, Philipp, Bogunović, Hrvoje, Klimscha, Sophie, Grechenig, Christoph, Waldstein, Sebastian, Gerendas, Bianca S., Schmidt-Erfurth, Ursula
Publikováno v:
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019)
In this paper, we introduce a Bayesian deep learning based model for segmenting the photoreceptor layer in pathological OCT scans. Our architecture provides accurate segmentations of the photoreceptor layer and produces pixel-wise epistemic uncertain
Externí odkaz:
http://arxiv.org/abs/1901.07929
Autor:
Breger, Anna, Orlando, Jose Ignacio, Harar, Pavol, Dörfler, Monika, Klimscha, Sophie, Grechenig, Christoph, Gerendas, Bianca S., Schmidt-Erfurth, Ursula, Ehler, Martin
Publikováno v:
Journal of Mathematical Imaging and Vision, 2019
The use of orthogonal projections on high-dimensional input and target data in learning frameworks is studied. First, we investigate the relations between two standard objectives in dimension reduction, preservation of variance and of pairwise relati
Externí odkaz:
http://arxiv.org/abs/1901.07598
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Akademický článek
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