Prof. Wiesław Nowiński
https://www.wieslawnowinski.com
Brain Atlases With Fast
Warping For Neurosurgery and Stroke
While brain
atlas-to-neuroimage registration is commonly recognized for its role in
segmenting and annotating neuroimages, its clinical applications extend far
beyond these basic tasks. In stereotactic and functional neurosurgery,
individualized brain atlases facilitate surgical planning by delineating target
structures in multiple planes, identifying structures along the planned
trajectory, reducing the number of microelectrode insertions, and guiding the
placement of therapeutic lesions. In stroke, brain atlases localize ischemic lesions,
enable quantification of infarct and penumbra volumes, differentiate ischemic
from hemorrhagic stroke, and facilitate outcome
prediction.
This talk presents the construction
of brain atlases for clinical applications, fast registration methods, and atlas-enabled
applications, spanning both research and commercial domains. The brain atlas-to-image
registration methods include the fast Talairach
transformation with an automatic calculation of the modified Talairach landmarks and ellipse fitting-based registration.