Zobrazeno 1 - 10
of 41
pro vyhledávání: '"Bruch, Roman"'
Autor:
Bruch, Roman, Vitacolonna, Mario, Nürnberg, Elina, Sauer, Simeon, Rudolf, Rüdiger, Reischl, Markus
Biomedical research increasingly relies on 3D cell culture models and AI-based analysis can potentially facilitate a detailed and accurate feature extraction on a single-cell level. However, this requires for a precise segmentation of 3D cell dataset
Externí odkaz:
http://arxiv.org/abs/2408.16471
Publikováno v:
Current Directions in Biomedical Engineering, Vol 9, Iss 1, Pp 335-338 (2023)
U-Net is the go-to approach for biomedical segmentation applications. However, it is not designed to segment overlapping objects, a challenge Mask R-CNN has shown to have great potential in. Yet, Mask R-CNN receives little attention in biomedicine. H
Externí odkaz:
https://doaj.org/article/1c95e857aaa246908336118ccedc7ddc
Publikováno v:
Current Directions in Biomedical Engineering, Vol 9, Iss 1, Pp 467-470 (2023)
Supervised Neural Networks are used for segmentation in many biological and biomedical applications. To omit the time-consuming and tiring process of manual labeling, unsupervised Generative Adversarial Networks (GANs) can be used to synthesize label
Externí odkaz:
https://doaj.org/article/62e4171019184ebd95160caf197d8286
Akademický článek
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Publikováno v:
Current Directions in Biomedical Engineering, Vol 8, Iss 2, Pp 305-308 (2022)
3D cell culture models are important tools for the development and testing of new therapeutics. In combination with immunoassays and 3D confocal microscopy, crucial information like morphological or metabolic changes can be examined during drug testi
Externí odkaz:
https://doaj.org/article/7be0b8c3e2734a808e9858ae563c2a6a
Akademický článek
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Autor:
Nürnberg, Elina, Vitacolonna, Mario, Bruch, Roman, Reischl, Markus, Rudolf, Rüdiger, Sauer, Simeon
Publikováno v:
Frontiers in Molecular Biosciences; 10/1/2024, p01-10, 10p
Publikováno v:
In SLAS Technology August 2021 26(4):367-376
Autor:
Bruch, Roman1 (AUTHOR) roman.bruch@kit.edu, Keller, Florian2 (AUTHOR), Böhland, Moritz1 (AUTHOR), Vitacolonna, Mario2 (AUTHOR), Klinger, Lukas1 (AUTHOR), Rudolf, Rüdiger2 (AUTHOR), Reischl, Markus1 (AUTHOR)
Publikováno v:
PLoS ONE. 3/31/2023, Vol. 17 Issue 3, p1-18. 18p.
Publikováno v:
Current Directions in Biomedical Engineering, Vol 6, Iss 3, Pp 398-401 (2020)
The analysis of microscopic images from cell cultures plays an important role in the development of drugs. The segmentation of such images is a basic step to extract the viable information on which further evaluation steps are build. Classical image
Externí odkaz:
https://doaj.org/article/e4a5b150923f44b58ccb623f327bec7c