A cohort study on oxidative stress indications in children exposed to cell phone and cell tower radiation

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V., Meghana and Dileep, K. and Basu, Amlan and Singh, Indravijay (2025) A cohort study on oxidative stress indications in children exposed to cell phone and cell tower radiation. In: Asian Conference on Science, Technology & Medicine 2025, 2025-02-25 - 2025-03-26.

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Abstract

This study investigates oxidative stress in children exposed to cell phone and cell tower radiation by developing a predictive model for Superoxide Dismutase (SOD) activity by analyzing key parameter radiation exposure levels and fibrinogen concentration to predict SOD activity. A neural network model with polynomial feature transformation was implemented to capture non-linear relationships between exposure and oxidative stress markers. The model achieved an R^2 of 0.9096, with mean absolute error (MAE) of 0.7863, mean squared error (MSE) of 0.8273, and root mean squared error (RMSE) of 0.9955.

ORCID iDs

V., Meghana, Dileep, K., Basu, Amlan ORCID logoORCID: https://orcid.org/0000-0002-0180-8090 and Singh, Indravijay;
CORE (COnnecting REpositories)