Papers by Mike O’Neil
ClinQueryAgent: A Conversational Agent for Population Health Management (2026.acl-demo)
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| Challenge: | In 2014 there were 2.3B SNOMED CT codes recorded in English healthcare practices. By 2024, this number had grown almost threefold to 6.1B codes: approximately 100 codes per person each year. |
| Approach: | They introduce a system for translating natural language population health questions into executable database queries using agents with access to both local and external knowledge bases. |
| Outcome: | The proposed system is able to handle a range of health informatics tasks on three datasets and via a beta-testing phase. |