In one aspect, compositions are described herein. In some embodiments, a composition described herein comprises, consists of, or consists essentially of an MRI-active or MRI-sensitive polymer or oligomer formed from (i) a non-alkoxylated and non-alkenoxylated citric acid, citrate, or ester/amide of citric acid, and optionally an alkoxylated or alkenoxylated citric acid, citrate, or ester/amide of citric acid, (ii) a polyol/polyamine such as a diol/diamine, (iii) a monomer comprising an MRI contrast agent, and (iv) an amino acid monomer. The polymer or oligomer may be photoluminescent and MRI-sensitive. In another aspect, imaging methods utilizing the compositions described herein are described. In another aspect, scaffolds, grafts, and films comprising, consisting of, or consisting essentially of the compositions described herein are described.