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The investigators have demonstrated that social software could improve warfarin therapy quality by Human management. however,the efficiency of management will decline if patients' number expands huge. So it is needed that a human-like and automatic management tool could replace the human work. The aim of this study is to evaluate whether an AI-based social software management model could replace human to guide warfarin therapy.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| AI-SMART group | Experimental | Participants' warfarin therapy were guided by an AI-based miniprogram embedded in the Wechat social software. |
|
| Human-SMART group | Active Comparator | Participants' warfarin therapy were guided by an human-based miniprogram embedded in the Wechat social software. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| AI-based social software management model | Behavioral | a AI-based miniprogram, embedded in the Wechat social software, to manage participants' warfarin therapy, such as dose adjustment, INR monitoring alert, etc. |
| Measure | Description | Time Frame |
|---|---|---|
| Time in therapeutic range | Calculated Time of international normalized ratio in therapeutic range | 24 months |
| INR variability | coefficient of variation of international normalized ratio (INR) | 24 months |
| Measure | Description | Time Frame |
|---|---|---|
| Bleeding events | Including Cerebral hemorrhage, gastrointestinal bleeding and other major bleeding | 24 months |
| Thrombotic events | Including stroke, deep vein thrombosis,Pulmonary embolism,Peripheral arterial embolism, et.al |
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Inclusion Criteria:
Exclusion Criteria:
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| WAHH | Wuhan | Hubei | 430000 | China | ||
| Wuhan Asia Heart Hospital |
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Participants did not know whether they were assigned to AI-SMART group or Human-SMART group.
|
| Human-based social software management model | Behavioral | a Human-based miniprogram, embedded in the Wechat social software, to manage participants' warfarin therapy, such as dose adjustment, INR monitoring alert, etc. |
|
|
| 24 months |
| Wuhan |
| Hubei |
| 430022 |
| China |