Automatic medication order generation
AssigneeOracle International Corporation
InventorYuanxu Wu
Life of this patent
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Abstract
The techniques described herein provide a novel medication order pipeline may be used to facilitate medication orders by identifying the medication ordering intent from a natural language utterance, and using the FHIR-compliance data structure to generate medication order information to fulfill medication orders through an EHR system. The medication order information may be a concise search phrase containing the medical entities extracted from the data structure, or converted EHR system-specific medical codes based on the standard medical codes in the data structure.
Claims30
A method, comprising:
- accessing an utterance, the utterance comprising one or more tokens, wherein the one or more tokens correspond to one or more medical entities;
- identifying a medication order intent from the utterance;
- 4
- generating a labeled utterance, wherein generating the labeled utterance comprises:
- associating the one or more tokens with a hierarchical entity type comprising a set of sub-entity types, wherein the hierarchical entity type is associated with a first medical coding system;
- generating medication order information based on the one or more tokens and the set of sub-entity types;
- and
- providing the medication order information to an electronic health record (EHR) system.
One or more non-transitory computer-readable media storing instructions which, when executed by one or more processors, cause a system to perform operations comprising:
- accessing an utterance, the utterance comprising one or more tokens, wherein the one or more tokens correspond to one or more medical entities;
- identifying a medication order intent from the utterance;
- generating a labeled utterance, wherein generating the labeled utterance comprises:
- associating the one or more tokens with a hierarchical entity type comprising a set of sub-entity types, wherein the hierarchical entity type is associated with a first medical coding system;
- generating medication order information based on the one or more tokens and the set of sub-entity types;
- and
- providing the medication order information to an electronic health record (EHR) system.
A system comprising:
- one or more processing systems;
- and
- one or more computer-readable media storing instructions which, when executed by the one or more processing systems, cause the system to perform operations comprising:
- accessing an utterance, the utterance comprising one or more tokens, wherein the one or more tokens correspond to one or more medical entities;
- identifying a medication order intent from the utterance;
- generating a labeled utterance, wherein generating the labeled utterance 8 comprises:
- associating the one or more tokens with a hierarchical entity type comprising a set of sub-entity types, wherein the hierarchical entity type is associated with a first medical coding system;
- generating medication order information based on the one or more tokens and the set of sub-entity types;
- and
- providing the medication order information to an electronic health record (EHR) system.
Dependencies are inferred from the claim text.