1
Signal
The recent window is materially active
1,053 eligible papers appear in the current 30-day evidence window, compared with 187 in the prior 30 days. The busiest visible day is 2026-04-13 with 159 eligible papers.
5.6x prior-window volumeWeekly Trend BriefEvidence window ending 2026-05-10
Digital Mental Health Interventions
Weekly trend brief
Digital mental-health research is balancing clinical trials, monitoring, and implementation evidence. The current 30-day evidence window contains 1,053 eligible papers, 5.6x the prior 30-day window, with 1,047 abstract-backed papers available for a closer scan. Representative papers point to internet-delivered therapy, mobile CBT, remote psychosis monitoring, digital phenotyping, AI chatbots, clinician experience, and scoping reviews.
1,053Recent papers
5.6xVs prior window
1,047Abstract-backed
7Representative sources
Current windowRecent eligible papers
ComparisonPrior eligible papers
Brief typeWeekly research trend
Evidence-backed signals
What's moving
2
Signal
The reviewable evidence is broad enough for commentary
1,047 recent papers include abstracts, about 99% of the eligible set. That gives the brief enough signal for topic-specific commentary while keeping claims limited to paper metadata and representative titles.
1,047 abstract-backed papers3
Signal
Representative titles show a clear topic shape
The selected papers point toward internet-delivered therapy, mobile CBT, remote psychosis monitoring, digital phenotyping, AI chatbots, clinician experience, and scoping reviews. That gives the brief a visible research direction rather than only a ranked list of recent papers.
8 representative papers4
Signal
Source mix gives readers multiple entry points
8 representative papers span 7 sources.
7 representative sources
Topic shape
Theme clusters
Therapy delivery and outcomes
Trial and review papers cover internet-delivered psychodynamic therapy, mobile CBT, adolescent depression, and comparative costs.
8 representative papersMonitoring and phenotyping
Remote monitoring and behavioral-marker papers show the field is still testing how digital signals translate into clinical insight.
8 representative papersImplementation and AI tools
Chatbot, clinician-experience, and scoping-review papers keep adoption and workflow questions visible alongside efficacy evidence.
8 representative papers
Evidence anchors
Representative papers
Digital Mental Health Interventions
Twelve-month outcomes and comparative costs of internet-delivered psychodynamic therapy versus cognitive-behavioral therapy for adolescent depression: a randomized controlled trial
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in Frontiers in Psychiatry (2026) and is matched to Digital Mental Health Interventions.
Digital Mental Health Interventions
Service Users’ Views on Digital Remote Monitoring for Psychosis: Survey Study
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in JMIR Human Factors (2026) and is matched to Digital Mental Health Interventions.
Digital Mental Health Interventions
Variability in self-reported depression symptomology and associated behavioral markers in digital phenotyping
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in Scientific Reports (2026) and is matched to Digital Mental Health Interventions.
Digital Mental Health Interventions
Extending the Reach of Interventions to Treat Mental Disorders
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in Psychiatry International (2026) and is matched to Digital Mental Health Interventions.
Digital Mental Health Interventions
Designing and Evaluating Digital Mental Health Interventions: Scoping Review.
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in PubMed (2026) and is matched to Digital Mental Health Interventions.
Digital Mental Health Interventions
Effectiveness of mobile-based cognitive behavioural therapy for adolescent depression: A systematic review and meta-analysis
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in Australian & New Zealand Journal of Psychiatry (2026) and is matched to Digital Mental Health Interventions.
Digital Mental Health Interventions
Artificial Intelligence-Enabled Chatbots in Mental Health: A Systematic Review
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in Iconic Research and Engineering Journals (2026) and is matched to Digital Mental Health Interventions.
Digital Mental Health Interventions
Healthcare professionals’ perspectives and/or experiences of digital mental health tools in clinical practice: a systematic review and thematic synthesis
Selected because it anchors an efficacy, monitoring, implementation, or AI-tool question in digital mental health; this paper appears in Frontiers in Psychiatry (2026) and is matched to Digital Mental Health Interventions.