Mr Arafat was accompanied by his wife, Suha, when he arrived at the hospital where is being treated.
It's thought the medical centre specialises in blood disorders.
While Mr Arafat is having treatment the Palestinian Authority, the prime minister and legislative council will take over leadership.
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