FARIA LAB

In combination with these technologies, we have been applying artificial intelligence and high-throughput information to characterize diseases and individual brain patterns, for content-based image retrieval, to study the pathological basis of clinical conditions, and for patient stratification... In collaboration with clinical scientists, we study relationships between brain damage and functional deficits, particularly in stroke. These studies made clear the need of a large, well-curated database and of automated technologies for reproducible, large scale data processing. We create free and accessible tools to quantify the ischemic stroke core and perfusion deficits, using a large sample (3,000) of clinical images of patients with acute strokes. Our tools are suited to imaging experts and non-experts working on translational research, as they have minimal computational requirements, work in local CPUs with a single command line. They output lesion volume, 3D digital segmentation, and..

Primary location: Baltimore United States