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. Author manuscript; available in PMC: 2023 Apr 1.
Published in final edited form as: Neuroinformatics. 2022 Jan 22;20(2):513–523. doi: 10.1007/s12021-022-09561-y

Table 2:

Individual soma classification performance GSKi vs Vehicle using features from a single image channel.

Image
channel		 HC cells SCZ cells
SVM CNN ViT SVM CNN ViT
βIII tubulin 0.638 ± 0.041 0.562 ± 0.098 0.642 ± 0.017 0.677 ± 0.044 0.487 ± 0.097 0.604 ± 0.026
FGF12 0.671 ± 0.037 0.522 ± 0.125 0.627 ± 0.014 0.558 ± 0.049 0.512 ± 0.091 0.603 ± 0.030
MAP2 0.613 ± 0.030 0.527 ± 0.090 0.632 ± 0.014 0.621 ± 0.051 0.572 ± 0.056 0.611 ± 0.033
Nav1.2 0.618 ± 0.017 0.486 ± 0.079 0.624 ± 0.010 0.607 ± 0.040 0.585 ± 0.023 0.633 ± 0.046