It should be possible to use the CZI to TIFF ConverterSuite to export .czi images (Zeiss) to TIFF format, which can then be easily converted to JPEG format. Alas, we did not find where you can get (download) the program and it may be only available for owners of Zeiss microscopes.
Open CZI file Open JPG file