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Published on: April 19, 2019
Effectiveness of an AI-enhanced management system for coronary heart disease (AIM-CHD): rationale and design of a
Zhengqing Ba1, Sheng Zhao1, Mengyuan Liu1
1Department of Cardiology, Chinese Academy of Medical Sciences and Peking Union Medical College Fuwai Hospital, Beijing, Beijing, China.
Insights
This study evaluates an AI-enhanced platform for coronary heart disease (CHD) management, aiming to improve risk factor control and reduce cardiovascular events compared to usual care.
Area of Science:
- Cardiology
- Medical Informatics
- Artificial Intelligence
Background:
- Coronary heart disease (CHD) secondary prevention faces challenges due to limited resources and poor patient adherence.
- An artificial intelligence (AI)-enhanced CHD management platform (AIM-CHD) was developed to address these limitations.
- AIM-CHD automates data capture, enables closed-loop risk factor management, and personalizes follow-up intensity.
Purpose of the Study:
- To evaluate the effectiveness of the AIM-CHD platform in improving risk factor control.
- To assess whether AIM-CHD reduces cardiovascular events compared to usual care.
- To investigate the impact of AI-driven interventions on CHD patient outcomes.
Main Methods:
- A prospective, single-centre, open-label, randomized controlled trial involving 1100 CHD patients (aged 18-85 years).
- Patients were randomized 1:1 to either the AIM-CHD group (n=550) or usual care group (n=550) for a 3-month post-discharge intervention.
- The primary outcome is low-density lipoprotein cholesterol (LDL-C) level at 3 months; secondary outcomes include various risk factor targets and cardiovascular endpoints.
Main Results:
- Primary outcome: Low-density lipoprotein cholesterol (LDL-C) level at 3 months.
- Secondary outcomes: Target achievement for LDL-C, blood pressure, glycosylated haemoglobin, smoking status, body mass index, composite cardiovascular endpoint, and medication adherence.
- Data collection methods include AI-driven voice calls, optical character recognition, and wearable sensor streams.
Conclusions:
- The AIM-CHD platform offers a novel approach to secondary CHD prevention.
- Automated data capture and personalized interventions may enhance risk factor management.
- Further analysis will determine the clinical impact on cardiovascular events and patient adherence.
Introduction:
Effective secondary prevention of coronary heart disease (CHD) is often hindered by limited healthcare resources and poor patient adherence. We therefore developed an artificial intelligence (AI)-enhanced CHD management platform (AIM-CHD) that (i) automatically captures follow-up data through AI-driven voice calls, optical character recognition of laboratory reports and wearable sensor streams; (ii) enables closed-loop, automated risk factor management; and (iii) dynamically personalises follow-up intensity via continuously updated risk stratification and achievement of treatment targets. This trial aims to evaluate whether AIM-CHD improves risk factor control and reduces cardiovascular events compared with usual care.
Methods And Analysis:
In this prospective, single-centre, open-label, randomised controlled trial, 1100 CHD patients aged 18-85 years will be enrolled at Fuwai Hospital and randomised 1:1 to either the AIM-CHD group (n=550) or the usual care group (n=550) for a 3 month post-discharge intervention. The primary outcome is low-density lipoprotein cholesterol (LDL-C) level at 3 months. Secondary outcomes include target achievement for LDL-C and blood pressure, as well as glycosylated haemoglobin level, nonsmoking status, body mass index, composite cardiovascular endpoint and medication adherence.
Ethics And Dissemination:
Ethical approval was approved by the Ethics Committee of Fuwai Hospital on 4 November 2024 (2024-2422). The findings will be disseminated in peer-reviewed publications. An anonymised template of the written informed-consent form (Chinese and English versions) is available as Supplementary Material 1.
Trial Registration Number:
ClinicalTrial, NCT06686056.
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