Preheat oven to 400°.
Heat oil in a medium nonstick skillet over medium-high heat. Add mushrooms; sauté 5 minutes. Stir in rice, broth, and salt; bring to a boil. Wrap handle of skillet with foil; cover and bake at 400° for 20 minutes. Uncover; let stand 3 minutes.