Insert devices that include a RF surface coil and gamma-ray photon detector array for enhancing PET and MRI images produced from integrated PET-MRI scanners are disclosed. Integrated PET-MRI scanners that include such insert devices as well of methods for scanning an object by use of such devices are also disclosed.