The release search, e.g. http://musicbrainz.org/search?query=please+please+me&type=release doesn't provide enough information to be able to identify a particular release that you're looking for.

At a minimum, I think the following information should be added: label, catalog number, release date.
Medium types, release (group) type, release status would also be nice.

As a start, perhaps just use the same columns as on the current artist release list page: http://musicbrainz.org/artist/b10bbbfc-cf9e-42e0-be17-e2c3e1d2600d/releases