the original sentence has 'msikitini' which means 'at the mosque' so I don't think you can leave that out. Unless you mean adding the article 'The', in which case, you're right
Where else would the Imam lead prayer? Unless if they are evacuating/exiled/the mosque got destroyed the Imam is most definitely will lead prayer in a Mosque.