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IEEE Access • Vol 12
Multilevel Multimodal Framework for Automatic Collateral Scoring in Brain Stroke
January 2024 • Rishi Raj, P. Dayananda, Ayush Gupta, Jimson Mathew, Santhosh Kumar Kannath, Adity Prakash, Jeny Rajan
In patients with ischemic brain stroke, collateral circulation plays a crucial role in selecting patients suitable for endovascular therapy. The presence of well-developed collaterals improves the patient’s chances of recovery. In clinical practice, the presence of collaterals is diagnosed on a Computed Tomography Angiography scan. The radiologist grades it on the basis of subjective visual assessment, which is prone to interobserver and intraobserver variability. Computer-based methods of collateral assess…
Convolutional Neural Network
Computer Science
Artificial Intelligence
Machine Learning
Radiology
Medicine
Finance
Economics