DMAC Lab mission

Lab Mission

Connecting phenotype-genotype.

The phenotype here include:

• Medical imaging（Neuroimaging, whole-body imaging, ophthalmic imaging).
• laboratory measurements. The genotype here includes:
• DNA (SNPs)
• RNASeq
• Protenomics

Clinical/biological explainability of AI systems

• Medical Image Segmentation
• Saliency-map/Attention machenisms for disease classification
• Medical-image to text translation

Lab Projects

Multi-modal information fusion ——

• Multi-modal neuroimaging
• Genotype-phenotype
• Medical+Clinical notes information fusion

Explainable AI

• Salency map for medical imaging
• Medical image to text translation