The 20-year-old was injured during the Magpies' Premier League fixture at Liverpool.
Following a scan and advice from a specialist, Lewis will undergo surgery before a period of rehabilitation with the club's medical team.
Everyone at Newcastle United wishes Lewis the very best with his surgery and recovery.