Clinical decision system development for paediatric liver tumour surgery

This project aims at developing a clinical decision system for the tumour removal surgery of paediatric livers imaged by the Computational Tomography (CT) techinque. One of many difficulties of segmenting 3D tissues from a paediatric liver is to detect vessels, as there exists strong noise and vessels sometimes can be discontinuous across image slices. We have successfully developed novel methods that overcome the two difficulties. It is worth mentioning that the system has been applied to tons of real surgeries and has saved lives of thousands of children.

Jinming Duan
Jinming Duan
Associate Professor, Turing Fellow and Fellow of the Higher Education Academy

My research interests include deep learning, optimisation and imaging.