Adaptively optimizing order entry system
View Patent ↗A system continuously improves the sensitivity, specificity, precision, and accuracy of treatment ordering templates. A repository of information comprises multiple candidate order sets individually including multiple candidate items for order and associated corresponding related order parameters. An individual item for order is associated with multiple related order parameters. A data entry monitor monitors user selection of candidate items from a candidate order set and records candidate item usage data identifying items selected by a user for order from individual particular candidate order sets for multiple different candidate order sets. A data processor determines from the candidate item usage data at least one of, (a) data indicative of the number or proportion of candidate items of a particular candidate order set that were selected by a user during order entry and (b) data indicative of the number or proportion of candidate items of a particular candidate order set that were not selected by a user during order entry.
1. A method for adaptively updating template candidate clinical documents, comprising the activities of:
employing at least one computer for,
monitoring user selection of candidate items from a candidate clinical document template;
recording candidate item usage data identifying items selected by a user for use in individual particular candidate clinical document templates for a plurality of different candidate clinical document templates;
determining parameters from compiled statistics derived from the recorded candidate item usage data, said compiled statistics comprising at least one of, (i) data indicative of the number or proportion of candidate items of a particular candidate clinical: document template that were selected by a user during data entry and (ii) data indicative of the number or proportion of candidate items of a particular candidate clinical document template that were not selected by a user during data entry;
identifying a candidate clinical document template to be updated in response to the determined parameters; and
adaptively updating the identified candidate clinical document template by at least one of, (a) removing a candidate item, (b) adding a candidate item and (c) modifying a candidate item.
2. A method according to claim 1 , including the activities of
compiling said statistics derived from the recorded candidate item usage data and
identifying a candidate clinical document template is to be updated in response to a weighted Receiver Operating Characteristic (ROC) derived using the determined parameters.
3. A method according to claim 1 , including the activity of
identifying a plurality of candidate clinical document templates to be updated in response to the determined parameters and
prioritizing candidate clinical document templates to be updated based on frequency of use of use of the candidate clinical document templates.
4. A method according to claim 1 , including the activity of
identifying an individual candidate item of a particular candidate clinical document template that was not selected by a user during data entry based on a frequency of non-selection exceeding a predetermined threshold non-selection frequency.
5. A method according to claim 1 , including the activity of
identifying an individual candidate item of a particular candidate clinical document template that was not selected by a user during data entry for a proportion of times exceeding a predetermined proportion.
6. A method according to claim 1 , wherein
said clinical, document template comprises a treatment order set.
7. At least one computer system for adaptively updating template candidate clinical documentation sets, comprising:
a repository of information comprising a plurality of candidate clinical documentation sets individually including a plurality of candidate documents templates for clinical documentation and associated corresponding related clinical documentation parameters, an individual document template for clinical documentation being associated with a plurality of related clinical documentation parameters;
a data entry monitor for monitoring user selection of candidate document templates from a candidate clinical documentation set acquired from the repository and recording candidate document template usage data identifying document templates selected by a user for clinical documentation from individual particular candidate clinical documentation sets for a plurality of different candidate clinical documentation sets; and
a data processor for,
determining parameters from compiled statistics derived from the recorded candidate document template usage data, said compiled statistics comprising at least one of, (a) data indicative of the number or proportion of candidate document templates of a particular candidate clinical documentation set that were selected by a user during clinical documentation entry and (b) data indicative of the number or proportion of candidate document templates of a particular candidate clinical documentation set that were not selected by a user during clinical documentation entry,
identifying a candidate document template to be updated in response to the determined parameters; and
adaptively updating the identified candidate document template by at least one of, (a) removing a candidate item, (b) adding a candidate item and (c) modifying a candidate item.
8. A system according to claim 7 , wherein
said data processor,
compiles said statistics derived from the recorded candidate item usage data and
identifies a candidate clinical document template is to be updated in response to a weighted Receiver Operating Characteristic (ROC) derived using the determined parameters.
9. A system according to claim 7 , wherein
said candidate document template comprises a treatment order set.