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. Author manuscript; available in PMC: 2022 Feb 1.
Published in final edited form as: J Psychiatr Res. 2020 Dec 11;134:81–88. doi: 10.1016/j.jpsychires.2020.12.015

Table 5.

Regions highlighted in female support vector machine learning model

Right Hemisphere Left Hemisphere
Subcortical caudate caudate
thalamus amygdala
ventral diencephalon ventral diencephalon
hippocampus hippocampus
Frontal precentral gyrus medial orbitofrontal gyrus
paracentral gyrus pars opercularis
Parietal superior parietal gyrus superior parietal gyrus
pericalcarine supramarginal
inferior parietal
Temporal parahippocampal gyrus parahippocampal gyrus
insula
inferior temporal gyrus bank of the superior temporal sulcus
Occipital lingual gyrus lingual gyrus
cuneus

Regions were identified as having greatest contribution to the model based on a squared weight >/= 0.1.