Lifegraph

Lifegraph is a behavioral monitoring tool that enables early detection of deterioration for patients who suffer from behavioral illnesses two to four weeks before an episode arises, potentially preventing hospitalization and improving medication management. Lifegraph extracts behavioral patterns from data passively collected from the patient's smartphone. Continuous monitoring and proprietary machine-learning algorithms enable the detection of early signs of clinically significant behavioral disorder episodes. The patient's day-to-day behavior and an alert log are presented in an intuitive dashboard to the care provider and care-giver. This solution provides an objective view with information typically only revealed after deterioration and hospitalization have occurred. Lifegraph is a passive, clinically validated solution that maintains the patient's privacy. It does not intervene in patients' lives or ask daily mood questions. Insights provided by Lifegraph aid clinical decisions, facilitate drug dosage optimization, and improve treatment quality. Lifegraph's system is being used in Israel's leading hospitals by preeminent psychiatrists, monitoring hundreds of patients who suffer from major depression, bipolar disorder, and schizophrenia. Further pilot studies are being conducted in other fields such as ADHD.