Change detection from medical images (ongoing)

Why change detection of medical images is important?

Detect change from multitemporal medical images of the same scene is of great interest for diagnostic. The challenge is to develop powerful methodologies for the automatic CD that can accurately detect the significant change and reject the unwanted change caused by noise and artifact.

Brain-before Brain-after Detected change

Methods to investigate

• • Deep learning (CNN)

  • Information funsion

  • Classifiers combination