Identification of Balance biomarkers using Inertial sensor for Early Detection of Dementia
Mobeena Jamshed, Ahsan Shahzad, Kiseon Kim · 2025
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Description
Mobeena Jamshed, Ahsan Shahzad, and Kiseon Kim search in 2025 for balance signs that can flag early dementia, using a wearable motion sensor. Mild cognitive impairment is hard to diagnose, and balance problems may predict later decline. Sixty people in South Korea took part. Half had normal thinking and half had mild impairment. Each wore a sensor on the lower back during four balance tasks.
Seventy six sway measures were drawn from the sensor data. Ranking methods tested which measures best separate the two groups under each task, using a leave one out scheme. Filter and wrapper methods were compared. The authors aim to give clinicians a cheap, wearable screen for early change.
Catalog record
| CREATOR | Mobeena Jamshed, Ahsan Shahzad, Kiseon Kim |
|---|---|
| YEAR | 2025 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 3 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |