Author

Decho Surangsrirat

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Open access Aug 2026

A two-stage deep-learning framework for image classification of 46 southeast Asian fruit and vegetable categories

Introduction The ThaiSook mHealth application was designed to promote a healthy lifestyle and mitigate risk factors associated with noncommunicable diseases; one of the administrative tasks involved is the manual flagging and reporting of incorrect entries related to fruit and vegetable intake. However, the process can...

Decho Surangsrirat, P. Sri-iesaranusorn, Warisara Asawaponwiput et al. · Frontiers in Public Health · 0 citations

Review Open access Sep 2026

Development and clinical translation of smartphone-based digital biomarkers for Parkinson's disease: a structured review.

Smartphone-based digital biomarkers offer a promising approach to improving diagnostic accuracy in PD and are emerging as a frontier in precision neurology and scalable PD care, however, these findings have several limitations and should be interpreted with caution.

O. Phokaewvarangkul, Suppakorn Yamutai, R. Bhidayasiri et al. · Journal of neural transmissi... · 0 citations