Miller was flown to University Hospital in Cincinnati, where her condition was not released.
Fairfield police Chief Mike Dickey said police are still investigating what led to the assault.
Chester will appear before Judge Craig Hedric for his arraignment, which has not been scheduled. He remains in the Butler County Jail.
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