Explainable Ai In Health Care
Listing Websites about Explainable Ai In Health Care
Explainability for artificial intelligence in healthcare: a …
(3 days ago) WEBExplainability is one of the most heavily debated topics when it comes to the application of artificial intelligence (AI) in healthcare. Even though AI-driven systems have been shown to outperform humans in certain analytical tasks, the lack of explainability …
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7706019/
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Explainable AI in Healthcare IEEE Conference Publication - IEEE …
(4 days ago) WEBExplainable AI (XAI) is a domain in which techniques are developed to explain predictions made by AI systems. In this paper, XAI is discussed as a technique …
https://ieeexplore.ieee.org/document/9139655
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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 …
https://www.nature.com/articles/s41746-023-00751-9
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The clinician-AI interface: intended use and explainability in FDA
(Just Now) WEBThe false hope of current approaches to explainable artificial intelligence in health care. Lancet Digit Health 3 , e745–e750 (2021). Article CAS PubMed Google …
https://www.nature.com/articles/s41746-024-01080-1
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Explainability and artificial intelligence in medicine
(3 days ago) WEBIt has been argued that explainable AI will engender trust with the health-care workforce, provide transparency into the AI decision making process, and potentially mitigate …
https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00029-2/fulltext
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Explainable Artificial Intelligence in Health Care: How XAI Improves
(1 days ago) WEBHealth care workers utilize AI to speed up and enhance a variety of functions, including decision-making, forecasting, risk management, and even diagnosis, …
https://link.springer.com/chapter/10.1007/978-3-031-18292-1_6
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Explainable AI in Healthcare and Medicine - Springer
(6 days ago) WEBDiscussing a wide range of practical applications, it makes the emerging topics of digital health and explainable AI in health care and medicine accessible to a broad …
https://link.springer.com/book/10.1007/978-3-030-53352-6
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Explainable Artificial Intelligence in Health Care: How XAI …
(9 days ago) WEBExplainable Artificial Intelligence in Health Care: How XAI Improves User Trust in High-Risk Decisions Sheeba Praveen and Kapil Joshi Abstract Explainable AI (XAI) is a set …
https://link.springer.com/content/pdf/10.1007/978-3-031-18292-1_6.pdf
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The role of explainability in creating trustworthy artificial
(7 days ago) WEBExplainable AI has the potential to overcome this issue and can be a step towards trustworthy AI. In this paper we review the recent literature to provide guidance …
https://www.sciencedirect.com/science/article/pii/S1532046420302835
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A Review on Explainable Artificial Intelligence for Healthcare: Why
(5 days ago) WEBAbstract: Artificial intelligence (AI) models are increasingly finding applications in the field of medicine. Concerns have been raised about the explainability …
https://ieeexplore.ieee.org/document/10101766
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Application of explainable artificial intelligence in medical health: A
(7 days ago) WEBThis paper investigates the applications of explainable AI (XAI) in healthcare, which aims to provide transparency, fairness, accuracy, generality, and …
https://www.sciencedirect.com/science/article/pii/S2352914823001302
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The false hope of current approaches to explainable artificial
(5 days ago) WEBMarzyeh Ghassemi, Luke Oakden-Rayner, Andrew L Beam. The black-box nature of current artificial intelligence (AI) has caused some to question whether AI must be …
https://www.thelancet.com/pdfs/journals/landig/PIIS2589-7500(21)00208-9.pdf
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The false hope of current approaches to explainable artificial
(3 days ago) WEBThe black-box nature of current artificial intelligence (AI) has caused some to question whether AI must be explainable to be used in high-stakes scenarios such as medicine. …
https://www.thelancet.com/journals/landig/article/PIIS2589-7500(21)00208-9/fulltext
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From Blackbox to Explainable AI in Healthcare: Existing Tools
(1 days ago) WEBAn AI system is said to be explainable if humans can tell how the system reached its decision. Various XAI-driven healthcare approaches and their performances …
https://www.hindawi.com/journals/misy/2022/8167821/
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Enhancing brain tumor detection in MRI images through …
(5 days ago) WEBThe ethical deployment of AI in healthcare is a shared responsibility that requires collaboration between technologists, healthcare providers, ethicists, and …
https://bmcmedimaging.biomedcentral.com/articles/10.1186/s12880-024-01292-7
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Beware explanations from AI in health care Science
(1 days ago) WEBThe prevailing argument for explainable AI/ML is that it facilitates user understanding, builds trust, and supports accountability (3, 4). Unfortunately, current …
https://www.science.org/doi/10.1126/science.abg1834
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Explainable AI In Health Care: Gaining Context Behind A Diagnosis
(9 days ago) WEBHowever, a new type of algorithm called “explainable AI” (XAI) can be easily understood by humans. As a result, all signs point to XAI being rapidly adopted across …
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Insights on How AI is Reshaping Health Care
(1 days ago) WEBAs AI reshapes health care practices, professionals equipped with a deep understanding of AI principles and real-world implementation are poised to drive …
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Explainable AI: Bridging the Gap Between Human Cognition and …
(6 days ago) WEBAt its core, explainable AI aims to bridge the gap between human cognitive capabilities and the complex mathematical operations of AI models. This involves …
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Explainability for artificial intelligence in healthcare: a
(8 days ago) WEBpopulation health. Yet, without thorough consideration of the role of explainability in medical AI, these technolo - gies may forgo core ethical and professional principles, disregard …
https://link.springer.com/content/pdf/10.1186/s12911-020-01332-6.pdf
Category: Medical Show Health
AI in health care: Balancing innovation, trust, and new regs
(1 days ago) WEBThe use of AI in diagnostics, decision-making, claims processing, or coverage decisions, for example, could lead to new risks related to patient care, safety, …
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Survey of Explainable AI Techniques in Healthcare - MDPI
(9 days ago) WEBWe require significant work to design tools and methods to effectively and appropriately apply AI technology in medical and healthcare care settings [103,104]. …
https://www.mdpi.com/1424-8220/23/2/634
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The Benefits of AI in Healthcare IBM
(7 days ago) WEBAI can help providers gather that information, store, and analyze it, and provide data-driven insights from vast numbers of people. Using this information can …
https://www.ibm.com/think/insights/ai-healthcare-benefits
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Explainable AI to identify radiographic features of pulmonary …
(9 days ago) WEBViacheslav V Danilov, Anton O Makoveev, Alex Proutski, Irina Ryndova, Alex Karpovsky, Yuriy Gankin, Explainable AI to identify radiographic features of …
https://academic.oup.com/radadv/article/1/1/umae003/7630768
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From Bias To Fairness: Trustworthy AI Through Responsible
(7 days ago) WEBHow AI And Technology Can Impact Mental Health Care. May 17, 2024, 07:44am EDT. 5 Consumer Products Trends Forcing Change in 2024. May 17, That's …
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Explainability for artificial intelligence in healthcare: a
(2 days ago) WEBExplainability is one of the most heavily debated topics when it comes to the application of artificial intelligence (AI) in healthcare. Even though AI-driven systems …
https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-020-01332-6
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How does ChatGPT ‘think’? Psychology and neuroscience crack …
(Just Now) WEBPsychology and neuroscience crack open AI large language models. Researchers are striving to reverse-engineer artificial intelligence and scan the ‘brains’ …
https://www.nature.com/articles/d41586-024-01314-y
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An explainable artificial intelligence methodology on big data
(5 days ago) WEBAlthough artificial intelligence has become part of everyone’s real life, a trust crisis against such systems is occurring, thus increasing the need to explain black-box …
https://psycnet.apa.org/record/2024-75168-001
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Ethical AI: Tackling bias and ensuring fairness in machine learning
(4 days ago) WEBIn critical fields such as health care, law enforcement, employment and financial services, these technologies play a bigger role. The effects of biased decisions …
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Examples That Illustrate Why Transparency Is Crucial In AI - Forbes
(1 days ago) WEBEven more worrying is the dangers posed by non-transparency around systems and data used in healthcare. As AI is increasingly used for routine tasks like …
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What Is Black Box AI? Built In
(1 days ago) WEBThe opposite of black box AI is explainable AI, which is a set of principles and processes that seek to help users understand how AI models arrive at their outputs. AI …
https://builtin.com/articles/black-box-ai
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Applied Sciences Free Full-Text AdvancingTire Safety: …
(1 days ago) WEBAutomatic detection of tire defects has become an important issue for tire production companies since these defects cause road accidents and loss of human …
https://www.mdpi.com/2076-3417/14/10/4267
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Collaborative ML research projects in a single cloud environment
(4 days ago) WEBWithin Digital BRIBRAIN, our AI research team works on projects like the BRIBRAIN Academy — a collaborative initiative with higher education institutions that …
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Sustainability Free Full-Text Optimizing Residential Construction
(1 days ago) WEBThe rapid urbanization of Abha and its surrounding cities in Saudi Arabia’s mountainous regions poses challenges for sustainable and secure development. This …
https://www.mdpi.com/2071-1050/16/10/4235
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