NCT05802563Enrolling By Invitation不适用
Pattern Recognition in Heart Rate Variability Using Fitness Trackers in Cardiovascular Disease
适应症
试验速览
- 阶段
- 不适用
- 状态
- Enrolling By Invitation
- 入组人数
- 200
- 试验地点
- 1
- 主要终点
- Cardiovascular disease detection with an AI algorithm
研究概览
简要总结
The goal of this observational cohort study is to investigate the potential of fitness trackers in combination with machine learning algorithms to identify cardiovascular disease specific patterns.
Two hundred participants will be enrolled:
- 50 with heart failure
- 50 with atrial fibrillation
- 100 (healthy) individuals without the former two conditions
All participants are given a Fitbit device and monitored for three months. Researchers will compare differences in heart rate variability patterns between the groups and devise a machine learning algorithm to detect these patterns automatically.
研究设计
- 研究类型
- Observational
- 观察模型
- Cohort
- 时间视角
- Prospective
入排标准
- 年龄范围
- 18 Years 至 85 Years（Adult, Older Adult）
- 性别
- All
- 接受健康志愿者
- 是
入选标准
- •systolic heart failure (LVEF < 35%)
- •Atrial fibrillation without heart failure
- •Individuals without cardiovascular disease
排除标准
- •> 85 years old
- •Recent pulmonary venous antrum isolation procedure (<1 year)
- •(end stage) kidney failure
- •(end stage) liver failure
- •Study participants with known systemic active inflammatory disease
- •Study participants with impaired mental state
- •Inability to use a fitness tracker or mobile phone
- •Impaired cognition and inability to understand the study protocol
结局指标
主要结局
Cardiovascular disease detection with an AI algorithm
时间窗: Three months
adequate sensitivity/specificity in an algorithm to detect atrial fibrillation and heart failure
次要结局
- Detection of absence of cardiovascular disease(Three months)
研究者
Ivo van der Bilt
Principal Investigator
HagaZiekenhuis
研究点 (1)
Loading locations...
相似试验
招募中
不适用
Heart Rate Variability, Physical Activity and Exhaustion in the Inpatient Treatment of Stress-Related DisordersBurnoutStress Related DisorderDepressionNCT05874856Arno Schmidt-Trucksäss153
招募中
不适用
Functional Capacity Through HRV in Multimodal Rehabilitation for Adult SurgeryFrailty in Adult SurgeryNCT06436417Investigation Group Anesthesia, Resuscitation, And Perioperative Medicine of Aragon490
已完成
不适用
A Study of Continuous Heart Rate Monitoring in Healthy ParticipantsHealthyNCT04682184Eli Lilly and Company21
已完成
不适用
Relationship Between Chiropractic Care and Autonomic Nervous System RegulationChiropractic Maintenance Care and Heart Rate VariabilityNCT05401903Northeast College of Health Sciences10
招募中
不适用
FUSE - Feasibility of Patient Held Sensors for Medical EmergenciesMedical EmergenciesNCT06199310Betsi Cadwaladr University Health Board300