Risk early warning system and method for post-ICU syndrome patient
The invention discloses a risk early warning method for a post-ICU syndrome patient. The method comprises the following steps: screening risk early-warning indexes of critical patients with post-ICU syndromes, and constructing a post-ICU syndrome early risk prediction model by using a BP neural netw...
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| creator | WANG YING LIU XIAOHUI ZHOU JING HE MIN CHANG YONGHU JIANG ZHIXIA CHEN JUNXI LI LI ZHANG XIA HU RUJUN |
| description | The invention discloses a risk early warning method for a post-ICU syndrome patient. The method comprises the following steps: screening risk early-warning indexes of critical patients with post-ICU syndromes, and constructing a post-ICU syndrome early risk prediction model by using a BP neural network-based machine learning method; a post-ICU syndrome patient whole-course care mode is constructed, and a specific intervention scheme is generated for the patient; and a post-ICU syndrome patient risk early warning and whole process management system is constructed. According to the risk early warning system and method for the post-ICU syndrome patient, manpower and material resources are saved, the assessment accuracy can be improved, medical workers can find potential or existing PICS risks of the patient in the nursing service process in time, risk factors of the post-ICU syndrome of the patient are recognized in advance, and the risk early warning effect is improved. And corresponding nursing measures are gu |
| format | Patent |
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The method comprises the following steps: screening risk early-warning indexes of critical patients with post-ICU syndromes, and constructing a post-ICU syndrome early risk prediction model by using a BP neural network-based machine learning method; a post-ICU syndrome patient whole-course care mode is constructed, and a specific intervention scheme is generated for the patient; and a post-ICU syndrome patient risk early warning and whole process management system is constructed. According to the risk early warning system and method for the post-ICU syndrome patient, manpower and material resources are saved, the assessment accuracy can be improved, medical workers can find potential or existing PICS risks of the patient in the nursing service process in time, risk factors of the post-ICU syndrome of the patient are recognized in advance, and the risk early warning effect is improved. 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| subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING COUNTING HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS PHYSICS |
| title | Risk early warning system and method for post-ICU syndrome patient |
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