According to the club, Hill-Wood is recovering from a heart attack following a bout of pneumonia.
A statement on the club’s website said: “Everyone at Arsenal football club sends their support and best wishes to chairman Peter Hill-Wood.
“Peter is currently being treated in hospital. He is making a good recovery. The club wishes Peter a full and speedy return to health and our thoughts are with him and his family at this time.”