Abstract: Embodiments of the present invention disclose a method, computer program product, and system for generating medical treatment adherence improvement protocols associated with a target patient. A hierarchical map is received. A query is received to generate an improvement protocol. A patient adherence profile associated with the target patient is generated based on target patient data and corresponding one or more dimensions. An influence value is applied to each corresponding one or more dimensions based on the generated patient adherence profile. A set of dimensions is identified of the corresponding one or more dimensions associated with an influence value crossing a threshold. One or more goals are identifying associated with the target patient. An adherence improvement protocol is generated based on identified one or more goals. User input is received, in response to communicating the generated adherence improvement protocol.

Abstract: Preprocessing heterogeneously-structured electronic documents for data warehousing, by semantically filtering a set of electronic documents, where each of the electronic documents is representable as a structural tree of nodes representing items of data, determining a distance between a plurality of pairs of the structural trees, identifying a plurality of clusters of the electronic documents based on the distances between the structural trees of the electronic documents, and removing any of the clusters based on predefined cluster filtering criteria.

Abstract: There is provided a method for receiving an image series including at least one image object, comprising: receiving, at an imaging server, a network message from an imaging client, the network message indicative of a start of transmission of an image series; applying a trained classifier to the network message to determine a number of image objects associated with the image series; counting the number of image objects transmitted by the imaging client and received at the imaging server; and generating a message indicative of termination of the image series when the determined number of image objects have been received at the imaging server.