Computational Neuroscience

Medical illustration showing two stages of an aneurysm treatment. A: Coil placement. B: Stent placement.

A Machine learning pipeline to investigate tissue ingrowth in cerebral aneurysms using preclinical animal models

We developed a robust machine learning (ML) pipeline based on a Unet + + convolutional neural network (CNN), optimized for segmenting and quantifying tissue ingrowth in a preclinical carotid aneurysm mouse model.