Feldman served as President of the Peripheral Nerve Society from 2007-2009 and President of the American Neurological Association (ANA) from 2011-2013. At that time, she was only the third woman elected as ANA President in 130 years. She is the only U-M alumnus to receive both Early and Distinguished Career Achievement Awards from the U-M Medical Alumni Society. Among her many honors, Feldman is an elected member of the AAP and NAM and is an AAAS Fellow. As of 2020, she chairs the NAM Neurology and Psychiatry Sections of the NAM.  Feldman also serves on a number of editorial boards for leading scientific journals, including "The Lancet Neurology", "Nature Neurology", "JAMA Neurology", and "Journal of Neurology, Neurosurgery and Psychiatry".