| 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 |