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. 2025 Oct 1;25(19):6049. doi: 10.3390/s25196049
Article Device Focus Systematic Method (PRISMA) Contexts Analyzed Value Added
Vermunicht et al., 2025 [15] Chest-worn ECG strap Yes Cardiac patients in clinical care Exclusive validation on cardiac patients; 24h monitoring outside of exercise; focus on ECG chest straps
Jamieson et al., 2025 [14] Consumer-grade wearables No - Guide General health/cardiovascular Broad device comparison (wrist, chest, patch, etc.); lacks systematic context focus
Murray et al., 2025 [18] General wearables Yes Heart failure & pulmonary congestion Emphasis on clinical diagnostics; sensor type not exclusive
Ranjan et al., 2025 [17] Multiple wearable types Yes Clinical, ambulatory, telehealth Analysis of ECG/PPG in diverse devices; not chest-focused
Wang et al., 2024 [19] Consumer ECG wearables Yes Cardiac health monitoring Focuses on consumer devices and ECG-diagnosing algorithms; strong emphasis on deep learning/CNNs for ECG analysis
Dahiya et al., 2024 [16] Chest, wrist, patch, textile No - Scoping review Healthy adults, cardiac patients Summarizes 12 studies; compares device types (including chest straps, textile shirts), safety, accuracy, minor adverse effects