Lab Coat™ provides a digitally accessible portal for longitudinal patient data acquisition, analysis, visualization and monitoring for clinicians and patients in research, non-acute care, and post-acute care scenarios. Detected clinically relevant events in clinical trials and routine care can be acted on appropriately, decreasing patient morbidity and mortality with the potential to reduce the number of ER visits, readmissions and length of readmission by acting earlier.