Computer-aided Diagnostic Analysis of Intracranial Aneurysms for Neuro-interventional Procedures
Reference number | |
Coordinator | Uppsala universitet - Uppsala universitet Inst f informationsteknologi |
Funding from Vinnova | SEK 2 798 759 |
Project duration | August 2024 - September 2026 |
Status | Ongoing |
Venture | Swedish-Indian cooperation within innovation in the area of health and AI |
Call | Cooperation with India within Health focusing on AI-based Digitalisation, Biodesign or Circular Economy |
Purpose and goal
The overall aim is to develop a clinical decision support system for intracranial aneurysm volumetric change quantification. To achieve this aim, we plan to set up an image database in the project, develop methods for fast, accurate, precise and reproducible quantification of intracranial aneurysms from CTA/MRA scans and for federated learning, as well as implementing the methods in the PACS system for clinical use.
Expected effects and result
We expect the project to result in a segmentation framework and volumetric quantification of intracranial aneurysm from of CTA/MRA scans, easily accessible through a user interface seamlessly integrated in the radiologists’ clinical work. A multimodal image database for diagnosis of intracranial aneurysm will be collected. The developed methods will enable better treatment follow-up of intracranial aneurysms, which are present in about 5% of the population with high morbidity and mortality.
Planned approach and implementation
The project will be carried out in work packages that largely follow the aims in the project. Two Indian PhD students will be recruited within this project. A PostDoc will be recruited in Sweden. We will continue our weekly meetings, and close connection between the involved universities and hospitals.