onsetaware
Onsetaware is a term used to describe approaches and systems that prioritize the detection or prediction of the onset timing of a particular event within time-series data. The word blends onset, meaning the beginning of an event, with awareness, implying timely recognition and response. In practice, onsetaware concepts aim to identify not only whether an event occurs, but when it begins.
Applications span multiple domains. In healthcare, onsetaware methods are used to detect the onset of clinical
Common methods include change-point detection, time-to-event or survival models, and deep learning approaches such as recurrent
There is no single standardized definition or protocol for onsetaware, and it is used descriptively across