Research Topics
The interesting research topics in this workshop are included, but not limited to the following:
- Advanced machine learning methods for molecular biomarker discovery from multi-modal data
- Explainable deep learning for disease detection and prevention
- Explainable intelligent systems for cancer screening, diagnosis including subtyping, prognosis, and treatment planning
- Representation learning of biomarkers
- Deep learning methods for digital biomarker discovery from medical Images
- Deep learning for drug discovery, repositioning and repurposing
- Deep learning for rational vaccine design
- Deep learning for biomedical image analysis
- Deep learning models for cellular communications
- Deep learning models for single-cell transcriptomics