You need to set the CurrencyPositivePattern
to 0
:
NumberFormatInfo nfi = (NumberFormatInfo)NumberFormatInfo.CurrentInfo.Clone();
nfi.CurrencyPositivePattern = 0;
You will likely want to set the CurrencyNegativePattern
as well. The link provides all of the patterns.