Deep learning-based semantic vessel graph extraction for intracranial aneurysm rupture risk management.
Journal:
International journal of computer assisted radiology and surgery
Published Date:
Jan 10, 2023
Abstract
PURPOSE: Intracranial aneurysms are vascular deformations in the brain which are complicated to treat. In clinical routines, the risk assessment of intracranial aneurysm rupture is simplified and might be unreliable, especially for patients with multiple aneurysms. Clinical research proposed more advanced analysis of intracranial aneurysm, but requires many complex preprocessing steps. Advanced tools for automatic aneurysm analysis are needed to transfer current research into clinical routine.