TheraMind: Longitudinal Patient Guidance for Counseling Simulation

TheraMind-Patient-Guidance is a synthetic dataset created by GMLHUHE in 2026 to facilitate longitudinal psychological counseling simulations. It provides structured session-level guidance detailing evolving emotional states, cognitive patterns, and therapy resistance to ensure consistent patient agent behavior over time.

Use Cases

• Training Patient Agents to maintain consistent emotional states across multiple simulated sessions
• Simulating therapy progress and resistance for counselor training applications
• Evaluating LLM consistency in longitudinal psychological roleplay scenarios

Strengths

• Provides longitudinal session-level guidance for consistent roleplay
• Covers complex psychological features like therapy resistance and cognitive patterns
• Licensed under Apache 2.0 for broad reuse

Limitations

• Entirely synthetic data which may not capture the full unpredictability of real human patients
• Unknown record count makes it difficult to assess statistical significance
• Potential for model-generated biases inherent in synthesized psychological profiles

Provenance

Source

GMLHUHE (associated with Arxiv paper 2510.25758)

Collection Method

synthetic

Freshness

Last updated March 2026.