The LEM has a connector for the Windows Application log. It's not part of the default set that the LEM assigns to a connector when it detects a Windows platform, so you may need to add it to the agent for your server(s).
Now, will it read the app logs correctly? I'm not sure, but getting the connector up and running would be the first step to finding out.