Abstract: Data retrieval systems for retrieving data from a multidimensional medical data set include: (a) a client configured to electronically request image data of a patient; (b) a server in communication with a plurality of electronically stored multidimensional patient medical image data sets; and (c) a data retrieval interface in communication with the client and the server. The data retrieval interface is configured to retrieve image data from the multidimensional data sets. The respective data sets have a number of grid points in G dimensions and a number of values V for each grid point. Some of the data sets have different G dimensions and V values than others. The data retrieval interface is configured to employ an object oriented retrieval process.

Abstract: Methods and apparatus are configured to provide data to generate and/or render (medical) images using medical volumetric data sets by electronically analyzing a medical volume data set associated with a patient that is automatically electronically divided into a plurality of local histograms having intensity value ranges associated therewith and programmatically generating at least one ?-histogram of data from the local histograms used for at least one of peak detection, transfer function design or adaptation, tissue detection or tissue classification.