Temporal Phenomics-A Powerful Approach Using AI to Achieve "Earlier Medicine"

Abstract

The resurgence of machine learning AI has triggered the importance of collecting 'personal big data' over a long period of time from wearable devices and EHRs. Collecting data from this large number of variables over a significant period of time has further induced the study on 'Temporal Phenomics', which can be a powerful approach to achieve pre-emptive and 'earlier medicine'. The paper presents a methodology to make studying 'Temporal Phenomics' more feasible and convenient without limitations on the number of variables and the length of time periods.