Adelstein is a surname. Notable people with the surname include:
- Abraham Manie Adelstein (1916-1992), South African medical statistician
- Jake Adelstein, American journalist and writer
- Jonathan Adelstein, American Federal Communications Commissioner
- Marty Adelstein, American television producer
- Paul Adelstein (born 1969), American film actor
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