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Emergency services descended on Snodland in response to a medical incident.
Police and South East Coast Ambulance Service were called out at around 12.25pm amid concerns for a man's welfare on the banks of the River Medway.
A police spokesman said: "Officers and the South East Coast Ambulance Service attended the scene and a man was taken to a local hospital for medical attention."
Other reports online had suggested the man had become stuck in the mud.