The incident is believed to have occurred Friday evening.
The man was identified as John Rademaker, a local physician. The police department said he was arrested Tuesday and was charged with three counts of harassment with physical contact and strangulation, according to the station.
Baptist Health officials told WLKY that Rademaker is with an anesthesia group and was placed on administrative leave.
"SIAC, a division of One Anesthesia PLLC is aware of the incident that occurred in Norton Commons with one of its physicians, who was not on official call or due to report to the hospital in any official capacity. With that said, the partners of SIAC, a division of One Anesthesia PLLC have decided to place the physician that appeared in the video on administrative leave as of April 5th pending further investigation. Our well wishes extend to all parties involved and we will continue to monitor this situation as new information develops," said Baptist Health.