Abstract: Exemplary systems and methods for predictive visualization of patients are provided. In various embodiments, a system comprises a map and a location engine. The map includes a plurality of groupings and interconnections of the groupings, each grouping having one or more patient members that share biological similarities, each interconnection interconnecting groupings that share at least one common patient member, the map identifying a set of groupings and a set of interconnections having a medical characteristic of a set of medical characteristics. The location engine may be configured to determine whether a new patient shares the biological similarities with the one or more patient members of each grouping thereby enabling association of the new patient with one or more of the set of medical characteristics.