I'm betting some of the pianist's larger muscles get a workout in the Scherzos and Sonatas, but Chopin (and, by extension, many of his interpreters) is still seen as a sickly, effete purveyor of dainty piano ditties.
NPR: Garrick Ohlsson: The Chopin Guy