Heather Prime, Krysta Andrews, Andrea Gonzalez, Magdalena Janus, Andrea C Tricco, Teresa Bennett, Leslie Atkinson
The causal influence of responsive parenting behaviour on academic readiness: a protocol for a systematic review and meta-analysis of randomized controlled trials
Systematic reviews
recent years integration technological advancements digitalization healthcare brought remarkable transformation care delivery patient management among advancements concept digital twins dts recently gained attention tool substantial transformative potential different clinical contexts dts virtual representations physical entity eg patient organ systems eg hospital wards including laboratories continuously updated realtime data mirror realworld counterpart dts utilized monitor customize health care simulating individuals health status based information wearables medical devices diagnostic tests electronic health records addition dts used define personalized treatment plans study focused possible applications dts laboratory medicine used ai synthetic data obtained generative ai first point discussed biological variation bv application could tailored individuals considering populationderived bv data laboratory parameters circadian ultradian variations another application could enhancing interpretation tumor markers advanced cancer therapy treatments furthermore dts applications might derive personalized reference intervals also considering bv data used improve test results interpretation dts widespread adoption healthcare imminent far technology likely offer innovative definitive solutions dynamically evaluating treatments precise diagnoses personalized medicine