Research graph
References from From Personalization to Therapeutic Continuity: Framework for Memory in AI-Powered Mental Health Systems. Local targets link to admitted publications; unresolved targets remain external evidence.
Real-world use of a mental health AI companion: multiple methods study
10.2196/86904 · External reference
Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation
10.1038/s44184-024-00056-z · External reference
An overview of chatbot-based mobile mental health apps: insights from app description and user reviews
10.2196/44838 · External reference
Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being
10.1038/s41746-023-00979-5 · External reference
Case conceptualization research in cognitive behavior therapy: a state of the science review
10.1002/jclp.22516 · External reference
Using progress feedback to improve outcomes and reduce drop-out, treatment duration, and deterioration: a multilevel meta-analysis
10.1016/j.cpr.2021.102002 · External reference
Routine outcome monitoring and clinical feedback in psychotherapy: recent advances and future directions
10.1007/s10488-024-01351-9 · External reference
Large language models for mental health applications: systematic review
10.2196/57400 · External reference
Charting the evolution of artificial intelligence mental health chatbots from rule-based systems to large language models: a systematic review
10.1002/wps.21352 · External reference
A scoping review of AI-driven digital interventions in mental health care: mapping applications across screening, support, monitoring, prevention, and clinical education
10.3390/healthcare13101205 · External reference
The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality
10.1002/wps.21299 · External reference
AI chatbots for mental health: a scoping review of effectiveness, feasibility, and applications
10.3390/app14135889 · External reference
Chatbots and conversational agents in mental health: a review of the psychiatric landscape
10.1177/0706743719828977 · External reference
Understanding the impact of long-term memory on self-disclosure with large language model-driven chatbots for public health intervention
10.1145/3613904.3642420 · External reference
10.1037/0000489-001
10.1037/0000489-001 · External reference
Unresolved reference
External reference
Episodic memory: from mind to brain
10.1146/annurev.psych.53.100901.135114 · External reference
Conscious and unconscious memory systems
10.1101/cshperspect.a021667 · External reference
From knowing to remembering: the semantic-episodic distinction
10.1016/j.tics.2019.09.008 · External reference
Just-in-Time Adaptive Interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support
10.1007/s12160-016-9830-8 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Editorial: promoting and exploring the effectiveness of the psychological first aid approach
10.3389/fpubh.2024.1475151 · External reference
Unresolved reference
External reference
Sustainability of AI-assisted mental health intervention: a review of the literature from 2020-2025
10.3390/ijerph22091382 · External reference
The use of AI in mental health services to support decision-making: scoping review
10.2196/63548 · External reference
To chat or bot to chat: ethical issues with using chatbots in mental health
10.1177/20552076231183542 · External reference
Immediate and Sustained Improvements in Mood and Stress Associated With Yuna, an AI-Powered Digital Mental Health Intervention: Real-World Retrospective Study
10.2196/94070 · External reference
Ambulatory assessment in psychopathology research: a review of recommended reporting guidelines and current practices
10.1037/abn0000473 · External reference
Digital interventions in mental health: an overview and future perspectives
10.1016/j.invent.2025.100824 · External reference