Back to results
US 10,872,700 B1Granted
Systems and methods for an artificial intelligence system
AssigneeHealthStream, Inc.
InventorRobert Frist, Jr.
Life of this patent
Estimating the term…
Abstract
A method is disclosed, which may include generating, in a natural language processing (NLP) system, a plurality of entity data objects. The method may include generating, in the NLP system, a plurality of activity data objects. The method may include generating, on at least one server, an evaluation data object. The evaluation data object may include a problem data object, an observation data object, or an action data object. The method may include configuring each problem data object, observation data object, or action data object of the evaluation data object with a scoring rubric. Other methods, systems, and computer-readable media are also disclosed.
Claims13
A computer-implemented method, comprising:
- presenting, via a user interface of a computing device, a user with medical scenario information;
- receiving, at at least one server, a plurality of responses from the user, wherein the plurality of responses include
- a problem response,
- an observation response, and
- an action response,
- sending the plurality of responses to a natural language processing (NLP) system;
- receiving, from the NLP system, at least one computer-readable parsing based on at least a portion of the plurality of responses, wherein
- the at least one computer-readable parsing includes at least one first entity key and at least one first activity key,
- the at least one first entity key includes a text string indicating at least one of a medical condition,
- a medication,
- a medical device,
- a medical supply, or
- a portion of human anatomy, and
- the at least one first activity key includes a text string indicating at least one of
- administering,
- notifying,
- assisting,
- monitoring, or
- experiencing;
- providing an evaluation data object, including
- an observation data object, including at least one second entity key and an observation scoring rubric, and
- an action data object, including at least one second activity key and an action scoring rubric;
- mapping the at least one first entity key to the at least one second entity key of the problem data object by determining whether the at least one first entity key includes the at least one second entity key;
- mapping the at least one first activity key to the at least one second activity key by determining whether the at least one first activity key includes the at least one second activity key;
- calculating a first sub-score based on the observation scoring rubric and whether the at least one first entity key includes the at least one second entity key;
- calculating a second sub-score based on the action scoring rubric and whether the at least one first activity key includes the at least one second activity key;
- and
- calculating, by combining the first sub-score and the second sub-score, a score for the user, wherein the score indicates a clinical judgement evaluation of the user.
25 more elements
A computer-readable storage medium, comprising:
- at least one processor;
- and
- at least one memory storing one or more instructions, wherein the at least one processor, in response to executing the one or more instructions, implements a method comprising
- sending, to a computing device, medical scenario information,
- receiving a plurality of responses from the user, wherein the plurality of responses include
- a problem response,
- an observation response, and
- an action response,
- sending the plurality of responses to a natural language processing (NLP) system,
- receiving, from the NLP system, at least one computer-readable parsing based on at least a portion of the plurality of responses, wherein
- the at least one computer-readable parsing includes at least one first entity key and at least one first activity key,
- the at least one first entity key includes a text string indicating at least one of
- a medical condition,
- a medication,
- a medical device,
- a medical supply, or
- a portion of human anatomy, and
- the at least one first activity key includes a text string indicating at least one of
- administering,
- notifying,
- assisting,
- monitoring, or
- experiencing,
- providing an evaluation data object, including
- an observation data object, including at least one second entity key and an observation scoring rubric, and
- an action data object, including at least one second activity key and an action scoring rubric,
- mapping the at least one first entity key to the at least one second entity key of the problem data object by determining whether the at least one first entity key includes the at least one second entity key,
- mapping the at least one first activity key to the at least one second activity key by determining whether the at least one first activity key includes the at least one second activity key,
- calculating a first sub-score based on the observation scoring rubric and whether the at least one first entity key includes the at least one second entity key,
- calculating a second sub-score based on the action scoring rubric and whether the at least one first activity key includes the at least one second activity key, and
- calculating, by combining the first sub-score and the second sub-score, a score for the user, wherein the score indicates a clinical judgement evaluation of the user.
28 more elements
Dependencies are inferred from the claim text.