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A New Wearable System for Personal Air Pollution Exposure Estimation: Pilot Observational Study
JMIR Mhealth Uhealth 2025;13:e60426
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All data obtained through the wearable device, psychological assessment and ESDC will be scaled through a z-score standardization for dimensionality reduction and integration across all modality.
The data will be divided into training, validation, and test datasets using a k-fold cross-validation approach. The dataset will be split into k folds, with 2 folds randomly selected: one for validation and another for testing. The remaining k-2 folds will be used for training.
JMIR Res Protoc 2025;14:e71374
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