Canned salmon is a dish that is made by cooking the salmon in a pressure canner. The recipe calls for olive oil but it should be given a miss when cooking pink salmon which has a lot of oil of its own. Salmon fillets are best used for canned salmon and the bones can be left in to get the goodness of calcium. White vinegar and catsup are used for flavor in canned salmon.