Based on this video, yes it will create a EMI issue, since there is not GND under (or over) the VCC/power traces.
This will cause the return currents (if the VCC/power has ripple and its not pure DC) to "go around" to connect with the GND, like this:
The more you put GND under your traces and Power lines, the better the EMI.