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Author

S. Mekruksavanich

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Open access Sep 2026

Lightweight Shoulder Physiotherapy Exercise Recognition via Efficient Channel Attention and Depthwise Separable Residual Networks on Wrist-Worn IMU

Accurate and subject-independent recognition of shoulder physiotherapy exercises from wrist-worn inertial measurement unit (IMU) signals is essential for automated home-based rehabilitation monitoring, yet existing deep learning models are too parameter-intensive to deploy on resource-constrained smartwatch hardware. T...

S. Mekruksavanich, A. Jitpattanakul · 0 citations
Open access Jul 2026

Geospatial assessment of dengue fever risk and spatial patterns in Phayao Province, Thailand.

It was revealed that socio-economic conditions, housing environments and inconsistent preventive behaviours influenced dengue incidence, with strong community participation linked to more effective prevention, and geospatial evidence is provided to guide targeted vector control, strengthen community-based interventions...

Phaisarn Jeefoo, Watcharaporn Preedapirom Jeefoo, S. Mekruksavanich et al. · 0 citations

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