Opponents wanted the former Wyevale Garden Centre to be used as a recreational and educational facility for the whole community.
But on 21 December, Mr Justice Lindblom dismissed the appeal brought by Milespit Hill resident Daniel Coleman, who is disabled and used to visit the centre every week.
Mr Lindblom said: "The claimant’s argument on this issue is, in my view, misconceived."
Etz Chaim will now open its doors at the former garden centre in September next year.
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