Bacterial pneumonia can be treated with antibiotics, usually by mouth. If it’s severe, you may need to go to the hospital. Treatments there may include oxygen therapy, IV antibiotics, and fluids. With treatment, bacterial pneumonia usually starts to improve in about 24-48 hours.