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You can look into electricShine. It's supposed to be able to create desktop executable shiny apps. I haven't used it myself and have heard that it can be dependent on the system configuration that you are attempting to run it on, but if it works, it could match what you are looking for.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a more popular project.