Sensing Apps and Public Data Sets for Digital Phenotyping of Mental Health: Systematic Review.
Jean P M MendesIvan Rodrigues de MouraPepijn Van de VenDavi VianaFrancisco José da Silva E SilvaLuciano Reis CoutinhoSilmar TeixeiraJoel J P C RodriguesAriel Soares TelesPublished in: Journal of medical Internet research (2022)
This systematic review provides in-depth analysis regarding solutions for DPMH. Results show growth in proposals for DPMH sensing apps in recent years, as opposed to a scarcity of public data sets. The review shows that there are features that can be measured on smart devices that can act as proxies for mental status and well-being; however, it should be noted that the combined evidence for high-quality features for mental states remains limited. DPMH presents a great perspective for future research, mainly to reach the needed maturity for applications in clinical settings.