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Bland-Altman plots demonstrated good agreement between modalities.
The correspondence between modalities should also be defined for the task a priori.
Previous research has indicated that attention modulates interactions between modalities [25, 33].
Studies have repeatedly demonstrated strong associations between modalities of both microscales and macroscales of brain organization.
Synergy has been proposed between modalities operating at different levels of action.
All tensor elements, which can be thought of as synapses between modalities, are initialized to zero prior to learning.
The additional complexity is needed to handle the correlation between modalities and the loose synchronicity between sequences when needed.
It is thought that the 'mismatch' between modalities may represent tissue that could be recovered with proper (thrombolytic) treatment.
The MSA position (R2 = 0.66, p = 0.179) and stent length (R2 = 0.99, p = 0.435) measurements were similar between modalities.
DBN also reproduces more faithfully the coordination patterns between modalities observed in ground truth compared to the baseline models.
More importantly, they suggest that interactions between modalities can span to abstract levels of same/different representations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com