Sure. If using a smaller tomato, like cherry tomatoes, you'll need to reduce the cooking time so they don't burn. If using large tomatoes they may need to be thickly sliced instead of halved to cook fully. Roma tomatoes or plum tomatoes can be halved but will take slightly longer cooking time. Always use fully ripe tomatoes for the best flavor.