During pregnancy, it is advisable to avoid seafood high in mercury. These include sharks, swordfish, king mackerel, and tilefish. It is also important to avoid raw or undercooked seafood to reduce the risk of bacterial or parasitic infections, which can be particularly harmful during pregnancy.