Explainable Ai For Mental Health

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Explainable artificial intelligence for mental health through

(Just Now) WEBIn this review article, we examine explainable AI ("XAI”) in the specific context of psychiatric/mental health applications. Across healthcare, there is an emerging skepticism for the ambitions

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

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Explainable artificial intelligence for mental health through

(1 days ago) WEBThe literature on artificial intelligence (AI) or machine learning (ML) in mental health and psychiatry lacks consensus on what "explainability" means. In the more …

https://pubmed.ncbi.nlm.nih.gov/36653524/

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Designing Human-centered AI for Mental Health: …

(8 days ago) WEBThe predominant focus on AI for mental health detection and diagnosis can partially be explained by the challenges of requiring access to high-quality, large-scale mental health data. which expands much of …

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

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Frontiers Toward explainable AI (XAI) for mental health detection

(8 days ago) WEBToward explainable AI (XAI) for mental health detection based on language behavior. Elma Kerz 1 * Sourabh Zanwar 1 Yu Qiao 1 Daniel Wiechmann 2 *. 1 …

https://www.frontiersin.org/journals/psychiatry/articles/10.3389/fpsyt.2023.1219479/full

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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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Application of explainable artificial intelligence in medical health: A

(7 days ago) WEBExperts suggest that these conditions are related to lower stress levels and can improve physical and mental health state of a person [2]. The Explainable AI …

https://www.sciencedirect.com/science/article/pii/S2352914823001302

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Explainable AI for Health - MDPI

(8 days ago) WEBTopic Information. Dear Colleagues, Health is a state of complete physical, mental, and social well-being and not merely the absence of disease and infirmity. Artificial intelligence (AI) has recently …

https://www.mdpi.com/topics/WP8MJT4789

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Artificial Intelligence for Mental Healthcare: Clinical Applications

(3 days ago) WEBThe global burden of mental illnesses accounts for 32% of years lived with disability, making mental illnesses the first in global burden of disease ().Moreover, mental health …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8349367/

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Toward explainable AI (XAI) for mental health detection based on

(1 days ago) WEBAbstract. Advances in artificial intelligence (AI) in general and Natural Language Processing (NLP) in particular are paving the new way forward for the …

https://pubmed.ncbi.nlm.nih.gov/38144474/

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Utterance Classification with Logical Neural Network: Explainable …

(7 days ago) WEBIn response to the global challenge of mental health problems, we proposes a Logical Neural Network (LNN) based Neuro-Symbolic AI method for the diagnosis of …

https://aclanthology.org/2023.clinicalnlp-1.47/

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A mental models approach for defining explainable artificial

(2 days ago) WEBBackground Wide-ranging concerns exist regarding the use of black-box modelling methods in sensitive contexts such as healthcare. Despite performance gains …

https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-021-01703-7

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MDSCAN: An Explainable Artificial Intelligence Artifact for Mental

(3 days ago) WEBTh is paper presents a novel artifact called MDscan that can help mental health professionals quickly. screen a large number of patients for ten mental disorders. …

https://www.researchgate.net/publication/376209380_MDSCAN_An_Explainable_Artificial_Intelligence_Artifact_for_Mental_Health_Screening

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Tutorial: Neuro-symbolic AI for Mental Healthcare - AIISC

(5 days ago) WEBProcess Knowledge-Infused AI: Towards User-level Explainability, Interpretability, and Safety. arXiv preprint arXiv:2206.13349 (2022). [15] Amit Sheth, Kaushik Roy, Manas …

https://aiisc.ai/neurone/

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

(6 days ago) WEBThe AI platform Lyssn is another tech-driven tool for mental-health services. It provides on-demand training modules for clients such as behavioral-health-care …

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) WEBExplainable artificial intelligence for mental health through transparency and interpretability for understandability Dan W. Joyce 1,2 , Andrey Kormilitzin 1 , Katharine …

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

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[PDF] Mental Health Diagnosis: A Case for Explainable Artificial

(7 days ago) WEBThis paper presents a recent case study of applying explainable AI for ADHD diagnosis which is used as a basis to identify challenges in realizing explainableAI …

https://www.semanticscholar.org/paper/Mental-Health-Diagnosis%3A-A-Case-for-Explainable-Antoniou-Papadakis/3bd1a36aed8fec482150b77e3e3e4b26a5eef1f9

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Navigating the black box AI debate in healthcare

(7 days ago) WEBTHE PUSH FOR EXPLAINABLE AI. Explainable AI (XAI) refers to “a set of processes and methods that allows human users to comprehend and trust the results …

https://healthitanalytics.com/features/navigating-the-black-box-ai-debate-in-healthcare

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Explainable artificial intelligence for mental health through

(8 days ago) WEBof explainable AI in mental health applications, we note that in 8 of 15 original research papers, prediction and discovery are considered together — using our …

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

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

(Just Now) WEBAI-enabled wellness apps exist in a regulatory gray area and may pose risks if used to manage mental health issues; this Perspective outlines the possible risks to …

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

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

(6 days ago) WEBWith current physical and financial barriers to accessing care, people with mental health conditions may turn to artificial intelligence (AI)-powered chatbots for …

https://theconversation.com/your-ai-therapist-is-not-your-therapist-the-dangers-of-relying-on-ai-mental-health-chatbots-225411

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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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How the DHS AI Roadmap Could Reach Its Intended Destination

(9 days ago) WEBThe U.S. Department of Homeland Security (DHS) just released its 2024 Artificial Intelligence (AI) Roadmap (PDF), but for AI applications to enhance operations …

https://www.rand.org/pubs/commentary/2024/05/how-the-dhs-ai-roadmap-could-reach-its-intended-destination.html

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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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Toward explainable AI (XAI) for mental health detection based on

(1 days ago) WEBThere. is thus a growing need for explainable AI (XAI) approaches to psychiatric. diagnosis and prediction. The main aim of this work is to address a gap. by …

https://www.researchgate.net/publication/376300144_Toward_explainable_AI_XAI_for_mental_health_detection_based_on_language_behavior

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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.

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

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(PDF) COVID-19 impact on students' Mental Health: Explainable AI …

(4 days ago) [email protected]. Abstract —COVID-19, lockdown, and isolation have included. an enormous impact on the students around the world like. others. As isolation strategy with …

https://www.researchgate.net/publication/358094391_COVID-19_impact_on_students'_Mental_Health_Explainable_AI_and_Classifiers

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

(5 days ago) WEBResearchers at UBC and BC Cancer have developed a new artificial intelligence (AI) model that can accurately predict if a person receiving cancer care will …

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

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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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SOTY 22/23: English linguist second runner-up explores use of AI …

(8 days ago) WEBSOTY 2022/23: How Covid pushed Grand Prize first runner-up to explore engineering a cardboard boat. Gavin’s journey into AI began with personal projects: “I’ve …

https://www.scmp.com/yp/discover/news/hong-kong/article/3261073/soty-22/23-english-linguist-second-runner-explores-use-ai-criminal-justice

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Child or Adolescent Psychiatrists in Voorhees, NJ - Psychology Today

(Just Now) WEB"Dr. Natal is a board certified psychiatric mental health nurse practitioner with over 18 years experience in the field of mental health. Dr. Natal is a compassionate supportive …

https://www.psychologytoday.com/us/psychiatrists/child-or-adolescent/nj/voorhees

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Mental health crisis centers look to provide care that busy ERs

(7 days ago) WEBMental health care both before and after crisis is often out of reach. A large part of the problem, said Ken Duckworth, chief medical officer of the National Alliance on …

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

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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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