Morphology-Based Distinction Between Healthy and Pathological Cells Utilizing Fourier Transforms and Self-Organizing Maps
7.0K Views
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08:59 min
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October 28th, 2018
DOI :
October 28th, 2018
•Fabian L. Kriegel1,2, Ralf Köhler2, Jannike Bayat-Sarmadi2, Simon Bayerl3, Anja E. Hauser2,3, Raluca Niesner2, Andreas Luch*1, Zoltan Cseresnyes*4
1Department of Chemical and Product Safety, German Federal Institute for Risk Assessment (BfR), 2Deutsches Rheuma-Forschungszentrum (DRFZ) Berlin, a Leibniz Institute, 3Charité Universitätsmedizin Berlin, 4Applied Systems Biology, Leibniz Institute for Natural Product Research and Infection Biology Hans Knöll Institute
Chapters in this video
0:04
Title
1:11
Reconstruct the 3D Image
3:13
Transform the 3D Reconstructed Surfaces into 2D Projections
4:28
Find the Periphery and Calculate the Fourier Components using Fiji
5:13
Self-Organizing Maps
6:53
Results: Robustness of SOM Mapping Approach
8:32
Conclusion
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