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Data-Driven Modeling & TDA of Self-Organized Multicellular Architectures
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- 1 Introduction
- 2 Outline
- 3 Etiology to Mesenchymal Transition
- 4 Confocal Microscopy
- 5 Cell Segmentation
- 6 Cell Model
- 7 Simulation Results
- 8 Parameters
- 9 Parameter sweeps
- 10 TDA
- 11 Phase Diagram
- 12 Proliferation to Robustness
- 13 Average Persistence Diagram
- 14 Robustness
- 15 Nondimensional parameters
- 16 Summary
- 17 Limitations
- 18 Experiment
- 19 Experimental Results
- 20 Previous strategy
- 21 Persistence images
- 22 Simulations
- 23 Unsupervised Classification
- 24 Results
- 25 Discussion
- 26 Conclusion
- 27 Ongoing work
- 28 Future work
- 29 Future directions