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of 71
pro vyhledávání: '"Thomas, Schanze"'
Publikováno v:
Current Directions in Biomedical Engineering. 8:333-336
In collaboration with the Institute of Virology at the University of Marburg, a tracking algorithm has been developed in recent years. Thereby, for the tracking of subviral particles and their intracellular transport through the cell, the detection o
Publikováno v:
Current Directions in Biomedical Engineering. 8:652-655
Autor:
Thomas Schanze
Publikováno v:
Current Directions in Biomedical Engineering. 8:77-80
QRS detection is a pre-processing step to detect the heartbeat in an electrocardiogram (ECG) for subsequent rhythm classification. However, measured ECG waveforms may differ as a result of intrinsic variability or due to artefacts or noise. If the si
Autor:
Fars Samann, Thomas Schanze
Publikováno v:
Current Directions in Biomedical Engineering. 8:161-164
Deep learning with multiple hidden layers denoising autoencoders (MHL-DAE) is commonly used to denoise images and signals through dimension reduction. Here, we explore the potential of multiple parallel hidden layers denoising autoencoder (MPHL-DAE)
Autor:
Fars Samann, Thomas Schanze
Publikováno v:
Biomedical Engineering / Biomedizinische Technik.
Objectives Denoising autoencoder (DAE) with a single hidden layer of neurons can recode a signal, i.e., converting the original signal into a noise-reduced signal. The DAE approach has shown a good performance in denoising bio-signals, like electroca
Publikováno v:
2022 2nd International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA).
Publikováno v:
Current Directions in Biomedical Engineering, Vol 7, Iss 2, Pp 183-186 (2021)
In collaboration with the Institute of Virology, Philipps University, Marburg, a deep-learning-based method that recognizes and classifies cell organelles based on the distribution of subviral particles in fluorescence microscopy images of virus-infe
Autor:
Fars Samann, Thomas Schanze
Publikováno v:
Current Directions in Biomedical Engineering, Vol 7, Iss 2, Pp 562-565 (2021)
Noise level estimation plays an important role in many applications of signal and image processing, like denoising, compression and detection. Recently, deep neural networks have also been increasingly used for this purpose. In this paper, we develop
Publikováno v:
Current Directions in Biomedical Engineering, Vol 7, Iss 2, Pp 117-120 (2021)
The locomotion of subviral particles of Marburg virus has been shown to be primarily actin based. For this work, a virologist selected 14 subviral particles that show actin tails in fluorescence image sequences. Using the tracked coordinates, examina
Autor:
Karl Blum, Ulrike Scorna, Johannes Herrmann, Wolfgang George, Karsten Weber, Pavel Larionov, Svenja Brosch, Jens Dapper, Christiane Heidrich, Thomas Schanze, Ulf Sibelius, Michael Haberland, Daniel Berthold, Mandy Ascensi, Roland Scheld, Petra Steffen, Ina Kopp
Publikováno v:
MMW - Fortschritte der Medizin. 163:3-11
Hintergrund: Knapp 80% aller Menschen sterben in Deutschland in stationarer Versorgung, ca. jeder funfte von ihnen wird in seiner letzten Lebensphase nochmals in einen anderen Versorgungsbereich verlegt. Dies sind mehr als 150.000 Menschen, die oft o