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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

ECA-ResNet1D-Lite is presented, a lightweight one-dimensional depthwise separable residual network augmented with efficient channel attention (ECA), trained and evaluated on the SPARS9x dataset comprising six shoulder exercises recorded from 20 subjects using a commercial wrist-worn smartwatch at 50 Hz, establishing th...

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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