Interpretable Ai For Mental Health

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Explainable artificial intelligence for mental health through

(Just Now) WEBThe literature on artificial intelligence (AI) or machine learning (ML) in mental health and psychiatry lacks consensus on what “explainability” means. In the more general XAI (eXplainable AI

https://www.nature.com/articles/s41746-023-00751-9

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SteveKGYang/MentalLLaMA - GitHub

(2 days ago) WEB📢 Mar. 2, 2024 Full release of the test data for the IMHI benchmark.. 📢 Feb. 1, 2024 Our MentaLLaMA paper: "MentaLLaMA: Interpretable Mental Health Analysis on Social …

https://github.com/SteveKGYang/MentalLLaMA

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Artificial Intelligence for Mental Health and Mental Illnesses: An

(3 days ago) WEBPurpose of review: Artificial intelligence (AI) technology holds both great promise to transform mental healthcare and potential pitfalls. This article provides an …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7274446/

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MentaLLaMA: Interpretable Mental Health Analysis on Social …

(2 days ago) WEBWith the development of web technology, social media texts are becoming a rich source for automatic mental health analysis. As traditional discriminative methods …

https://arxiv.org/abs/2309.13567

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Interpretable and Explainable AI for Mental Health Guide books

(2 days ago) WEBApplication of artificial intelligence in mental health and mental illnesses ISAIMS '22: Proceedings of the 3rd International Symposium on Artificial Intelligence for Medicine …

https://dl.acm.org/doi/10.5555/AAI28718709

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Natural language processing applied to mental illness detection: a

(Just Now) WEBExisting reviews introduce mainly the computational methods for mental health illness detection, they mostly focus on specific mental illnesses (suicide 7,8,9, …

https://www.nature.com/articles/s41746-022-00589-7

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[2304.03347] Towards Interpretable Mental Health Analysis with …

(2 days ago) WEBThe latest large language models (LLMs) such as ChatGPT, exhibit strong capabilities in automated mental health analysis. However, existing relevant studies …

https://arxiv.org/abs/2304.03347

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From promise to practice: towards the realisation of AI …

(3 days ago) WEBIn this Series paper, we explore the promises and challenges of artificial intelligence (AI)-based precision medicine tools in mental health care from clinical, ethical, and regulatory perspectives. The real-world …

https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00153-4/fulltext

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Designing Human-centered AI for Mental Health: …

(8 days ago) WEBSkip 2RELATED WORK Section 2 RELATED WORK. We begin with a brief overview of the current landscape of AI research in mental health, outlining in particular: (i) opportunities for developing AI …

https://dl.acm.org/doi/10.1145/3564752

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Explainable AI: A Review of Machine Learning Interpretability …

(3 days ago) WEBAbstract. Recent advances in artificial intelligence (AI) have led to its widespread industrial adoption, with machine learning systems demonstrating superhuman performance in a …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7824368/

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Role Of artificial intelligence and its impact in mental health

(8 days ago) WEBAs an ever-evolving technology, Artificial Intelligence (AI) via the Internet can be used on a day-to-day basis to seek information, seek health resources, and acquire …

https://www.himss.org/resources/role-artificial-intelligence-and-its-impact-mental-health-services

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[PDF] Towards Interpretable Mental Health Analysis with Large …

(6 days ago) WEBChatGPT shows strong in-context learning ability but still has a significant gap with advanced task-specific methods, and generates explanations that approach human …

https://www.semanticscholar.org/paper/Towards-Interpretable-Mental-Health-Analysis-with-Yang-Ji/5d879530c443dd06d3686f31d32cfe34c7ade9bc

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Tapping AI to quickly predict mental crises and get help

(Just Now) WEBThese messages were flagged and prioritized for review by crisis specialists, reducing wait times for people experiencing mental health crises from nine hours to …

https://stanmed.stanford.edu/ai-mental-crisis-prediction-intervention/

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How AI Is Being Used to Treat Mental Illnesses - Business Insider

(6 days ago) WEBMental-health professionals explore AI-powered digital therapeutics to treat patients and improve care. AI is being used in the understaffed mental-health-care field …

https://www.businessinsider.com/artificial-intelligence-treating-mental-illness-and-used-in-therapy-2024-4

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Explainable artificial intelligence for mental health through

(4 days ago) WEBan AI must be transparent and interpretable and this is an operationalised approximation for explainability. Original research reporting applications of explainable AI in mental …

https://www.nature.com/articles/s41746-023-00751-9.pdf

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Artificial intelligence has psychological impacts our brains might …

(7 days ago) WEBThere's already cause for concern about the impact of AI on our mental wellbeing, Professor Pearson says. "AI is already affecting us and changing our mental …

https://www.abc.net.au/news/health/2024-05-01/artificial-intelligence-ai-psychology-mental-health/103753940

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Towards Language Models for AI Mental Health Assistant Design

(5 days ago) WEBAdvances in Artificial Intelligence (AI) Language Models (LMs) and their new applications are continuously reported. LMs, respond to plain text that is readily human …

https://ieeexplore.ieee.org/document/9799015/

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Explainable artificial intelligence for mental health through

(8 days ago) WEBThe literature on artificial intelligence (AI) or machine learning (ML) in mental health and psychiatry lacks consensus on what “explainability” means.

https://www.researchgate.net/publication/367249783_Explainable_artificial_intelligence_for_mental_health_through_transparency_and_interpretability_for_understandability

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AI Disruption in Therapy: A Concern for Mental Health Pros

(8 days ago) WEBAI disturbance in the mental health field. The worldwide AI market is anticipated to grow by many times, which could be $1,037 billion by 2030. The advancements in AI brought …

https://www.msn.com/en-us/health/other/ai-disruption-in-therapy-a-concern-for-mental-health-pros/ar-AA1nUxzV

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AI can tell if a patient battling cancer needs mental health support

(5 days ago) WEBCredit: Communications Medicine (2024). DOI: 10.1038/s43856-024-00495-x. Researchers at UBC and BC Cancer have developed a new artificial intelligence (AI) …

https://medicalxpress.com/news/2024-05-ai-patient-cancer-mental-health.html

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A Dual-Prompting for Interpretable Mental Health Language Models

(2 days ago) WEBDespite the increasing demand for AI-based mental health monitoring tools, their practical utility for clinicians is limited by the lack of interpretability.The CLPsych …

https://arxiv.org/abs/2402.14854

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Natural language processing for mental health interventions: a

(Just Now) WEBNeuropsychiatric disorders pose a high societal cost, but their treatment is hindered by lack of objective outcomes and fidelity metrics. AI technologies and …

https://www.nature.com/articles/s41398-023-02592-2

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Your AI therapist is not your therapist: The dangers of relying on …

(8 days ago) WEBYour AI therapist is not your therapist: The dangers of relying on AI mental health chatbots. With current physical and financial barriers to accessing care, people …

https://medicalxpress.com/news/2024-04-ai-therapist-dangers-mental-health.html

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Generative AI technology to address WA health and medical …

(9 days ago) WEBUsing Generative AI to Improve Access to Ear Health Care in Rural and Remote Western Australia: A Proposal for Real-World Testing and Pilot Study in the …

https://fhrifund.health.wa.gov.au/News-and-Events/2023/10/18/Generative-AI-technology-to-address-WA-health-and-medical-challenges

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Research Focus: Week of April 29, 2024 - Microsoft Research

(3 days ago) WEBThe Future of AI and Mental Health . Psychiatry Online April 16, 2024. Psychiatric News published an article featuring Q&A with Jina Suh, highlighting the …

https://www.microsoft.com/en-us/research/blog/research-focus-week-of-april-29-2024/

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‘Never give up’: Local organization wants people to - News4JAX

(1 days ago) WEBNational Alliance on Mental Health says 1 in 5 U.S. adults experience mental illness each year. Only half of them get treatment. 50% of all lifetime mental illness …

https://www.news4jax.com/news/local/2024/04/30/never-give-up-local-organization-wants-people-to-write-encouraging-words-on-sidewalks-for-mental-health-awareness/

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Therapy on Your Terms Ellie Mental Health, PLLP

(Just Now) WEBIf you or someone you know is experiencing a mental health crisis, please call or text 988 at any time to be connected to a trained crisis counselor. If you’re looking to find an …

https://elliementalhealth.com/

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Therapists in North Bergen, NJ - Psychology Today

(1 days ago) WEBFind the Right Therapist in North Bergen, NJ - Damaris Alfonso, LCSW; Mark Alan Zilberman, LCSW; Larry M Levine- - - -Brief Treatment: Couples: Hypnosis; Tali Marcus

https://www.psychologytoday.com/us/therapists/nj/north-bergen

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The health risks of generative AI-based wellness apps - Nature

(Just Now) WEBDiseases. Technology. Artificial intelligence (AI)-enabled chatbots are increasingly being used to help people manage their mental health. Chatbots for …

https://www.nature.com/articles/s41591-024-02943-6

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Psychology Clinic in North Bergen, NJ - Mental Therapy

(1 days ago) WEBFreeway Psychiatry Pc. 9225 John F Kennedy Blvd, North Bergen, New Jersey. Zip: 07047. Phone Number: 201-500-9755. Patients can reach Freeway Psychiatry Pc at 9225 John …

https://mentaltherapy.io/psychology-clinic/freeway-psychiatry-pc-north-bergen-nj/

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[2404.18109] Finding Beautiful and Happy Images for Mental …

(2 days ago) WEBThis paper explores how artificial intelligence (AI) technology can contribute to achieve progress on good health and well-being, one of the United Nations' 17 …

https://arxiv.org/abs/2404.18109

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4 tips to prioritize advisory firm staff mental health

(8 days ago) WEBAccess to well-being apps and online tools. Building a workplace culture that values mental health allows your team to feel safe and supported, making them more …

https://tax.thomsonreuters.com/blog/4-tips-to-prioritize-advisory-firm-staff-mental-health-in-the-workplace/

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Mental health crisis centers look to provide care that busy ERs

(7 days ago) WEBRebecca Noble for STAT. N early 6 million adults went to the emergency room for mental health emergencies in 2021, the Centers for Disease Control and Prevention …

https://www.statnews.com/2024/04/26/crisis-centers-empath-units-er-alternative-for-mental-health/

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