Johnson missed the clash with Arsenal at the Emirates on Saturday due to illness.
Johnson was admitted to hospital due to severe pain on the right side of his face and jaw.
But the 29-year-old has now been discharged from hospital, following scans whiched showed signs of a localised infection.
Johnson is expected to return to training in the next few days.
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Summer 2016 is set to be a very exciting time for football fans, as this is when the long awaited Euro 2016 tournament kicks off.
Since Guus Hiddink arrived at the helm, Chelsea have improved considerably after a tricky start to the campaign.