AIMC Topic: Counseling
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Predictive Analytics and Modeling Employing Machine Learning Technology: The Next Step in Data Sharing, Analysis, and Individualized Counseling Explored With a Large, Prospective Prenatal Hydronephrosis Database.
Urology
Jun 30, 2018
OBJECTIVE: To explore the potential value of utilizing a commercially available cloud-based machine learning platform to predict surgical intervention in infants with prenatal hydronephrosis (HN).
Motivating smokers to quit using computer-generated letters that target either reduction or cessation: A population-based randomized controlled trial among smokers who do not intend to quit.
Drug and alcohol dependence
Jul 15, 2016
BACKGROUND: This study examined the long-term efficacy of individualized counseling letters that targeted either smoking abstinence or reducing the number of cigarettes smoked per day to promote future cessation.
"It sounds like...": A natural language processing approach to detecting counselor reflections in motivational interviewing.
Journal of counseling psychology
Jan 18, 2016
The dissemination and evaluation of evidence-based behavioral treatments for substance abuse problems rely on the evaluation of counselor interventions. In Motivational Interviewing (MI), a treatment that directs the therapist to utilize a particular...
The effects of a low-carbohydrate diet on appetite: A randomized controlled trial.
Nutrition, metabolism, and cardiovascular diseases : NMCD
Dec 12, 2015
BACKGROUND AND AIMS: The relationship between dietary macronutrient composition and appetite is controversial. We examined the effects of a year-long low-carbohydrate diet compared to a low-fat diet on appetite-related hormones and self-reported chan...
Investigating the interpretability of ChatGPT in mental health counseling: An analysis of artificial intelligence generated content differentiation.
Computer methods and programs in biomedicine
Aug 1, 2025
The global impact of COVID-19 has caused a significant rise in the demand for psychological counseling services, creating pressure on existing mental health professionals. Large language models (LLM), like ChatGPT, are considered a novel solution for...
Use of Text-to-Image Artificial Intelligence Model in Preoperative Counseling for Lip-Lift Procedures.
Plastic and reconstructive surgery
Jul 1, 2025
Text-to-image models powered by artificial intelligence offer a promising tool for enhancing patients' comprehension of cosmetic surgery outcomes and providing personalized visual forecasts of their appearance after the procedure. This study explores...
Development and preliminary testing of a secure large language model-based chatbot for brief alcohol counseling in young adults.
Drug and alcohol dependence
Jul 1, 2025
OBJECTIVE: Young adults face elevated risks from alcohol use yet encounter significant barriers to accessing evidence-based interventions. Large language models (LLMs) represent a promising advancement for delivering personalized behavioral intervent...
Artificial intelligence-assisted chatbot: impact on breastfeeding outcomes and maternal anxiety.
BMC pregnancy and childbirth
May 30, 2025
BACKGROUND: Artificial intelligence (AI) is increasingly used in healthcare interventions to provide accessible, continuous, and personalized patient support. This study investigates the impact of a mobile breastfeeding counseling application develop...
Association of machine-learning-rated supportive counseling skills with psychotherapy outcome.
Journal of consulting and clinical psychology
Feb 1, 2025
OBJECTIVE: This study applied a machine-learning-based skill assessment system to investigate the association between supportive counseling skills (empathy, open questions, and reflections) and treatment outcomes. We hypothesized that higher empathy ...
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