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With artificial intelligence, the development of manual\u2013machine interaction system effectively improves the efficiency of medical treatment for avoiding doctors from daily manual operations in emergencies, and it promotes emergency doctors to focus more on patients. The ultimate goal of emergency department information establishment aims to construct a complete clinical process with electronic, standard and optimal directions in emergency. It achieves information sharing and quality control among all steps in the process, and forms a complete solution plan for emergency, including: integration, information and networking of pre-hospital first aid, hospital triage, emergency reception, rescue, emergency observation and monitoring. This paper aims to propose and construct a highly integrated emergency clinical information system and focus on resolving the missing and demanding parts of hospital information chain, and the proposed system is available for standardizing and optimizing the clinical workflow in emergency. It realizes the integration, informatization, networking and mobility of the emergent workflow, and upgrades the efficiency and management level in emergency. For changing the conventional mode in clinics and optimizing the process of emergent treatment, it also develops an application that closely meets the actual demands of emergency department in hospitals. It also provides the statistical inquiry and analysis of daily business and quality indicators to manifest the medical performance and quality management for hospital emergency department in clinics.<\/jats:p>","DOI":"10.1142\/s0218001425500351","type":"journal-article","created":{"date-parts":[[2025,10,23]],"date-time":"2025-10-23T09:44:25Z","timestamp":1761212665000},"source":"Crossref","is-referenced-by-count":0,"title":["Artificial Intelligent Manual\u2013Machine Interaction on Integrated Emergency Information System"],"prefix":"10.1142","volume":"40","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6582-9456","authenticated-orcid":false,"given":"Xin","family":"Xia","sequence":"first","affiliation":[{"name":"School of Software, Tongji University, Siping Road 1239, Shanghai 200092, P. R. China"},{"name":"School of Medicine, East Hospital, Tongji University, Jimo Road 150, Shanghai 200210, P. R. 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