Machine learning for single-cell “omics”
- Trajectory inference
- Dynamic regulatory network inference
- Benchmarking single-cell methods
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Machine learning and bio-image informatics
- Robustness and interpretability of modern machine learning techniques
- Automated segmentation of 3D-EM imaging
- Machine learning for image analysis
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Translating computational flow cytometry to the clinic
- Automated gating/visualization
- Biomarker discovery
- Clinical applications
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Modeling gene regulation using multi-omics data integration
- Upstream regulator analysis
- Multimodal data integration
- Modeling intercellular communication
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