Zimmer, 25, landed on her neck and back in a race at Saturday's meeting in Chartres and received first aid at the track after suffering a heart attack.
She was taken by helicopter to Rouen hospital but had a brain haemorrhage and died from her injuries.
(Reporting by Ed Osmond; editing by Martyn Herman)