AIMC Topic: Counseling
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Exploring the potential of lightweight large language models for AI-based mental health counselling task: a novel comparative study.
Scientific reports
Jul 2, 2025
In recent years, Transformer-based large language models (LLMs) have significantly improved upon their text generation capability. Mental health is a serious concern that can be addressed using LLM-based automated mental health counselors. These syst...
Determining the Requirements of Vulnerable Groups for Health Counseling and Optimizing the Evaluation of Health Consultations: Mixed Methods Study With the Use of AI.
JMIR formative research
Jun 4, 2025
BACKGROUND: Evaluating health counseling services is crucial for ensuring their quality and effectiveness. However, this process is hampered by challenges such as language barriers and limited awareness of their needs and concerns.
Young Adult Perspectives on Artificial Intelligence-Based Medication Counseling in China: Discrete Choice Experiment.
Journal of medical Internet research
Apr 9, 2025
BACKGROUND: As artificial intelligence (AI) permeates the current society, the young generation is becoming increasingly accustomed to using digital solutions. AI-based medication counseling services may help people take medications more accurately a...
Effect of a ChatGPT-based digital counseling intervention on anxiety and depression in patients with cancer: A prospective, randomized trial.
European journal of cancer (Oxford, England : 1990)
Apr 3, 2025
BACKGROUND: Psychological distress is prevalent among newly diagnosed cancer patients, often exacerbating treatment-related anxiety and depression. Artificial intelligence (AI)-driven interventions, such as large language models (LLMs), offer scalabl...
AI-Enhanced Virtual Reality Self-Talk for Psychological Counseling: Formative Qualitative Study.
JMIR formative research
Apr 2, 2025
BACKGROUND: Access to mental health services continues to pose a global challenge, with current services often unable to meet the growing demand. This has sparked interest in conversational artificial intelligence (AI) agents as potential solutions. ...
Should my Chatbot Health Coach be Certified and Regulated?
American journal of health promotion : AJHP
Mar 20, 2025
Artificial intelligence shows both perils and promises as a way to address the difficulties in accessing professional support such as health coaching and health counseling. Chatbots are being used by millions of users to address their loneliness, to ...
Improving unified information extraction in Chinese mental health domain with instruction-tuned LLMs and type-verification component.
Artificial intelligence in medicine
Feb 19, 2025
BACKGROUND: Extracting psychological counseling help-seeker information from unstructured text is crucial for providing effective mental health support. This task involves identifying personal emotions, psychological states, and underlying psychologi...
Real-time assistance in suicide prevention helplines using a deep learning-based recommender system: A randomized controlled trial.
International journal of medical informatics
Dec 17, 2024
OBJECTIVE: To evaluate the effectiveness and usability of an AI-assisted tool in providing real-time assistance to counselors during suicide prevention helpline conversations.
Patient-Centric In Vitro Fertilization Prognostic Counseling Using Machine Learning for the Pragmatist.
Seminars in reproductive medicine
Oct 8, 2024
Although in vitro fertilization (IVF) has become an extremely effective treatment option for infertility, there is significant underutilization of IVF by patients who could benefit from such treatment. In order for patients to choose to consider IVF ...
Machine Learning-Based Evaluation of Suicide Risk Assessment in Crisis Counseling Calls.
Psychiatric services (Washington, D.C.)
Jul 19, 2024
OBJECTIVE: Counselor assessment of suicide risk is one key component of crisis counseling, and standards require risk assessment in every crisis counseling conversation. Efforts to increase risk assessment frequency are limited by quality improvement...
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