Zelig Sharfstein (1928–2008), American Chabad rabbi and Chief Rabbi of Vaad Ho'ir of Cincinnati
•
Joshua Sharfstein (born 1969), American physician and principal deputy commissioner of the U.S. Food and Drug Administration
•
Steven Sharfstein (born 1969), American psychiatrist and past president of the American Psychiatric Association