Hip-pretrained CHAP transfers to wrist accelerometers only after finetuning, and its window-level edge over a transformer trained from scratch disappears on subject-level sedentary summaries.
Sedentary time and its association with risk for disease incidence, mortality, and hospitalization in adults: A systematic review and meta-analysis,
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Sedentary Behavior Classification for Wearable Sensors with a CNN-BiLSTM Model
Hip-pretrained CHAP transfers to wrist accelerometers only after finetuning, and its window-level edge over a transformer trained from scratch disappears on subject-level sedentary summaries.