3D liver segmentation & reconstruction

The project aims at fully automatic segmentation and 3D model reconstruction of human liver, using high-quality Computed Tomography scans.

Main tasks:

• collecting medical database of high quality CT scans of human abdomen
• manual segmentation and annotation of human liver, including parenchyma, veins and tumors
• implementation of algorithms (utilizing deep neural networks and medical image processing methods) allowing fully automatic segmentation and 3D model construction of liver
• visualisation of generated 3D models

The project is in realization in cooperation with Medical University of Gdańsk and Excento sp. z o.o.