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Quantitative keyword temporal tracking confirms this evolution: traditional binary algorithms display earlier average publication timelines (2019.0), whereas deep learning, Convolutional Neural Networks (CNNs), and multi-signal predictive models dominate recent outputs (2023.8–2024.5), demonstrating a quantitative shift from isolated binary classifiers toward continuous, explainable, and clinically viable multimodal monitoring systems.