Police were called after the incident occurred at a property in Essex in the UK, who then called for paramedics to attend.
A man has been arrested on suspicion of assault and is currently being held in custody.
In a statement to The Sun, Essex police said: “We were called by colleagues in the ambulance service to reports of an assault shortly after 1.30am this morning, Monday 23 August.
“We arrived and found a woman had sustained a facial injury which required hospital treatment.
“A man was arrested a short time later on suspicion of assault. He remains in custody.”
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In a further statement, Essex police added: “Our investigations are continuing at the scene today.”
A source close to the 43-year-old said: “Katie is, understandably, utterly devastated. She was taken to hospital in an ambulance where she was treated for a suspected jaw fracture and split eye.”
Earlier this year Katie became engaged to her boyfriend, Carl Woods, following a whirlwind 10-month romance, with the couple openly talking about trying for a baby.
The pair uploaded a selfie on their Instagram stories on Sunday night, just hours before the alleged attack, as they enjoyed “family time” with two of Price’s children, Jett and Bunny Hayler.
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Price shares the children with her ex-husband, Kieran Hayler, whom she finalised her divorced with earlier this year.
Price, a former glamour model, was famously married to Australian singer Peter Andre from 2005 to 2009.
This story originally appeared on The Sun and has been reproduced here with permission