Structured support of clinical healthcare professionals

A method comprising:

• retrieving an ontology from at least one of an electronically-readable database and an electronically-readable memory, wherein the ontology defines relationships between a plurality of terms, a plurality of medical concepts, and a plurality of data elements;
• in response to user selection of a patient, obtaining medical records of a patient;
• extracting a first term from one or more entries in the medical records of the patient;
• obtaining first information from the ontology related to the first term;
• assigning a first weight to a relationship between the first term and a candidate medical concept according to the first information;
• identifying the candidate medical concept as a first medical concept in response to the first weight being greater than a first threshold;
• obtaining second information from the ontology related to the first medical concept;
• assigning a second weight to a relationship between the first medical concept and a candidate medical data element according to the second information;
• identifying the candidate medical data element as a first medical data element in response to the second weight being greater than a second threshold;
• transmitting an indicator of the first medical data element to a medical record data store;
• receiving medical record data associated with the first medical data element from the medical record data store;
• transmitting the indicator of the first medical data element to an external data source over a network;
• receiving, from the external data source via the network, one or more guidelines associated with the first medical data element, wherein each guideline of the one or more guidelines is applicable to one or more of a set of medical interventions;
• in real time, converting the one or more guidelines received via the network into a set of data structures;
• in real time, automatically building a hierarchical decision tree from the set of data structures;
• displaying at least a portion of the medical record data associated with the first medical data element;
• and
• converting the hierarchical decision tree into an interactive user interface that, in response to user input, navigates between nodes of the hierarchical decision tree,
• wherein selected nodes of the hierarchical decision tree correspond to one or more of the set of medical interventions,
• wherein the interactive user interface is configured to, in response to navigating to one of the selected nodes of the hierarchical decision tree, generate a visual indication related to one of the set of medical interventions corresponding to the one of the selected nodes, and
• wherein the interactive user interface includes at least one popup containing detailed information in response to an input cursor being placed over one or more of the entries.

A method comprising:

• retrieving an ontology from at least one of an electronically-readable database and an electronically-readable memory, wherein the ontology defines relationships between a plurality of terms, a plurality of medical concepts, and a plurality of data elements;
• in response to user selection of a patient, obtaining medical records of a patient;
• extracting a first term from one or more entries in the medical records of the patient;
• obtaining first information from the ontology related to the first term;
• assigning a first weight to a relationship between the first term and a candidate medical concept according to the first information;
• identifying the candidate medical concept as a first medical concept in response to the first weight being greater than a first threshold;
• obtaining second information from the ontology related to the first medical concept;
• assigning a second weight to a relationship between the first medical concept and a candidate medical data element according to the second information;
• identifying the candidate medical data element as a first medical data element in response to the second weight being greater than a second threshold;
• transmitting an indicator of the first medical data element to a medical record data store;
• receiving medical record data associated with the first medical data element from the medical record data store;
• transmitting the indicator of the first medical data element to an external data source over a network;
• receiving, from the external data source via the network, one or more guidelines associated with the first medical data element, wherein each guideline of the one or more guidelines is applicable to one or more of a set of medical interventions;
• in real time, converting the one or more guidelines received via the network into a set of data structures;
• in real time, automatically building a hierarchical decision tree from the set of data structures;
• displaying at least a portion of the medical record data associated with the first medical data element;
• converting the hierarchical decision tree into an interactive user interface that, in response to user input, navigates between nodes of the hierarchical decision tree;
• and
• providing access to a zero-click query presentation system that provides detailed information about displayed excerpts from the medical records,
• wherein selected nodes of the hierarchical decision tree correspond to one or more of the set of medical interventions, and
• wherein the interactive user interface is configured to, in response to navigating to one of the selected nodes of the hierarchical decision tree, generate a visual indication related to one of the set of medical interventions corresponding to the one of the selected nodes.

A system comprising:

• a plurality of computer systems;
• a database containing at least a portion of a medical record for a patient;
• at least one external data source having information about at least one guideline for performing at least one intervention;
• and
• a communications network coupling the plurality of computer systems, the database, and the at least one external data source together to facilitate communication therebetween,
• such that at least one computer system of the plurality of computer systems is configured to:
• obtain, via the communications network, the at least one guideline from the at least one external data source;
• in real time, convert the at least one guideline into a set of data structures;
• in real time, automatically build a hierarchical tree using the at least one guideline;
• convert the hierarchical tree into an interactive user interface that, in response to user input, navigates between nodes of the hierarchical tree;
• obtain a medical order for the patient from the database;
• extract a first term from the medical order;
• determine a first weight associated with a relationship between the first term and a candidate medical concept;
• identify the candidate medical concept as a first medical concept in response to the first weight being greater than a first threshold;
• determine a second weight associated with a relationship between the first medical concept and a candidate medical data element;
• identifying the candidate medical concept as a first medical data element in response to the second weight being greater than a second threshold;
• transmit an indicator of the first medical data element to the at least one external data source via the communications network, wherein the indicator of the first medical data element causes the at least one external data source to transmit the at least one guideline to the at least one computer system via the communications network;
• query the database for the first medical data element in the medical record for the patient;
• using (i) information from querying the database and (ii) navigation of the hierarchical tree, evaluate an appropriateness of the first medical concept or the medical order under the at least one guideline;
• visually indicate a result of evaluating the appropriateness of the first medical concept or the medical order;
• and
• provide access to a zero-click query presentation system that provides detailed information about displayed excerpts from the medical records.