Piispanen is a Finnish surname. Notable people with the surname include:
- Arsi Piispanen (born 1985), Finnish professional ice hockey forward
- Markus Piispanen (born 1989), Finnish professional ice hockey winger
- Toni Piispanen (born 1976), Paralympic athlete for Finland
- Ville Piispanen (born 1983), Finnish professional boxer
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