Automatic analysis of cross-sectional cerebral asymmetry on 3D in vivo MRI scans of human and chimpanzee.
Xiang LiTimothy CrowNeil RobertsPublished in: Journal of neuroscience research (2019)
One prominent feature of human brain asymmetry is the cerebral torque. To investigate whether this characteristic is shared with chimpanzees who are our closest extant relative, we developed an automatic method to compute cerebral hemisphere width and perimeter length on consecutive 2D sections through 3D MR images obtained in vivo for 91 human and 78 chimpanzee brains. In brief, contiguous inter-hemispheric width and perimeter asymmetries were calculated on coronal sections, which in profile allow us to examine asymmetry in relation to speciation. The right frontal and left occipital asymmetry (greater posteriorly in females) distinguishes humans from chimpanzees. This result is consistent with a major saltational (discontinuity) event occurring at some point after the separation of humanity and the great apes in the last 6 million years.
Keyphrases
- deep learning
- endothelial cells
- subarachnoid hemorrhage
- contrast enhanced
- cross sectional
- machine learning
- induced pluripotent stem cells
- computed tomography
- magnetic resonance imaging
- cerebral ischemia
- convolutional neural network
- magnetic resonance
- neural network
- brain injury
- blood brain barrier
- liquid chromatography
- mass spectrometry
- cerebral blood flow