Temporal similarity perfusion mapping: A standardized and model-free method for detecting perfusion deficits in stroke.
Sunbin SongReinoud P H BokkersMarie LubyMatthew A EdwardsonTyler BrownShreyansh ShahRobert W CoxZiad S SaadRichard C ReynoldsDaniel R GlenLeonardo G CohenLawrence L LatourPublished in: PloS one (2017)
TSP maps provide a reliable and robust model-free method for accurate perfusion deficit detection and improve lesion delineation compared to traditional methods. This simple method is also computationally faster and more easily automated than model-based methods. This method can potentially improve the speed and accuracy in perfusion deficit detection for acute stroke treatment and clinical trial inclusion decision-making.
Keyphrases
- clinical trial
- contrast enhanced
- decision making
- high resolution
- traumatic brain injury
- machine learning
- atrial fibrillation
- magnetic resonance imaging
- deep learning
- loop mediated isothermal amplification
- real time pcr
- label free
- magnetic resonance
- randomized controlled trial
- computed tomography
- combination therapy
- high density
- subarachnoid hemorrhage
- quantum dots
- blood brain barrier
- sensitive detection