AI for Healthcare

Automated Infarct Volume Measurement from DWI Images

Deep-learning image segmentation research that automatically measures ischaemic brain tissue volume from diffusion-weighted MRI (DWI).

DWI MRI slice with the ischaemic region highlighted

About the project

Research on measuring lesion volume from diagnostic images. A deep-learning model segments ischaemic brain tissue on diffusion-weighted MRI (DWI) and calculates its volume automatically, cutting manual measurement time and making results more consistent.

Techniques

Image Segmentation · Deep Learning · Medical Image Processing