1 code implementation • 12 Dec 2023 • Jiawei Sun, Bin Yang, Nektarios Koukourakis, Jochen Guck, Juergen W. Czarske
The performance of the proposed cell rotation tomography approach is validated through the three-dimensional reconstruction of cell phantoms and HL60 human cancer cells.
no code implementations • 26 Aug 2022 • Lucas Daniel Wittwer, Felix Reichel, Paul Müller, Jochen Guck, Sebastian Aland
Real-time deformability cytometry (RT-DC) is an established method that quantifies features like size, shape, and stiffness for whole cell populations on a single-cell level in real time.
1 code implementation • bioRxiv 2020 • Martin Kräter, Shada Abuhattum, Despina Soteriou, Angela Jacobi, Thomas Krüger, Jochen Guck, Maik Herbig
The working principles of AID are first illustrated by training a convolutional neural net (CNN) on a large dataset consisting of images of different objects (CIFAR-10).
no code implementations • 2 Mar 2020 • Yan Ge, Philipp Rosendahl, Claudio Durán, Nicole Töpfner, Sara Ciucci, Jochen Guck, Carlo Vittorio Cannistraci
With this motivation, our goal here is to investigate the extent to which an unsupervised machine learning methodology, which is applied exclusively on morpho-rheological markers obtained by real-time deformability and fluorescence cytometry (RT-FDC), can address the difficult task of providing label-free discrimination of reticulocytes from mature red blood cells.