# Leading the way through research

## Featured Research

### AI-driven Mental Health Decision Support Enhances Clinician Resilience and Preparedness

[Read the study](/content/research/clinician-resilience/index.html)

### A Cognitive Layer Architecture to Support Large-Language Model Performance in Psychotherapy Interactions

[Read the study](/content/research/limbic-layer/index.html)

### Voice delivery enhances the therapeutic relationship between patients and AI therapy agents — Computational Psychiatry 2025

[Read the study](/content/research/voice-based-ai-therapy-agents-build-stronger-therapeutic-relationships-than-text-based-ai-agents/index.html)

### Generative AI-Enabled Therapy Support Tool Improves Clinical Outcomes and Patient Engagement in NHS Talking Therapies

[Read the study](/content/research/gen-ai-patient-engagement/index.html)

### Conversational AI facilitates mental health assessments and is associated with improved recovery rates

[Read the study](/content/research/improved-recovery/index.html)

### Closing the accessibility gap to mental health treatment with a conversational AI-enabled self-intake tool

[Read the study](/content/research/closing-accessibility-gap/index.html)

### Using conversational AI to facilitate mental health assessment and improve clinical efficiencies in psychotherapy services in a large real-world dataset

[Read the study](/content/research/clinical-efficiencies/index.html)

## Pre-prints and White Papers

### AI-enabled conversational agent increases engagement with cognitive-behavioral therapy: A randomized controlled trial

[Read study](/content/research/engagement-randomized-controlled-trial/index.html)

### Improving the Quality of Clinical Assessments in Talking Therapies Through Machine Learning

[Read study](/content/research/improving-clinical-assessments/index.html)

### Improving Treatment Outcomes and Patient Engagement in Talking Therapies

[Read study](/content/research/patient-engagement/index.html)

### Using an AI chatbot to streamline mental health referrals

[Read study](/content/research/streamline-mental-health-referrals/index.html)

## Peer-reviewed conference papers

### Voice delivery enhances the therapeutic relationship between patients and AI therapy agents — Computational Psychiatry 2025

### Transdiagnostic dimensions explain treatment outcomes beyond diagnosis in a large scale real-world sample — Computational Psychiatry 2023

### Improving Crisis Detection in Mental Health Patients with NLP Machine Learning Models — Computational Psychiatry 2023

### Validating a diagnostic NLP model across cultural and linguistic differences — Computational Psychiatry 2023

### Real-world evaluation of a machine learning decision-support system for mental health assessments — Computational Psychiatry 2023

### Promises and Challenges of AI-Enabled Mental Healthcare: A Foundational Study — NeurIPS

# Other resources

#### Case studies

Success Stories  
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#### Blog

Find all of our latest stories  
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