Explainable Ai In Healthcare
Listing Websites about Explainable Ai In Healthcare
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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Application of explainable artificial intelligence for healthcare: A
(7 days ago) WebThis lack of trust remains the main reason for their low use in practice, especially in healthcare. Hence, explainable artificial intelligence (XAI) has been …
https://www.sciencedirect.com/science/article/pii/S0169260722005429
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Explainable Artificial Intelligence in Health Care: How XAI Improves
(1 days ago) WebM. Nazar, M.M. Alam, E. Yafi, M.S. Mazliham, A systematic review of human-computer interaction and explainable artificial intelligence in healthcare with …
https://link.springer.com/chapter/10.1007/978-3-031-18292-1_6
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Application of explainable artificial intelligence in medical health: A
(7 days ago) WebThe follow up study by Ref. [7] highlights the importance of robust and explainable medical artificial intelligence (AI) systems, especially in critical areas like …
https://www.sciencedirect.com/science/article/pii/S2352914823001302
Category: Medical Show Health
Explainable AI in Healthcare and Medicine - Springer
(6 days ago) WebHighlights the latest advances in explainable AI in health care and medicine by presenting significant findings on theory, methods, systems, and applications; Includes revised …
https://link.springer.com/book/10.1007/978-3-030-53352-6
Category: Medicine Show Health
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 …
https://www.nature.com/articles/s41746-023-00751-9
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Explainability and artificial intelligence in medicine
(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. It …
https://www.thelancet.com/journals/landig/article/PIIS2589-7500(22)00029-2/fulltext
Category: Medicine Show Health
A systematic review of trustworthy and explainable artificial
(7 days ago) WebIn the last few years, the trend in health care of embracing artificial intelligence (AI) has dramatically changed the medical landscape. Medical centres have …
https://www.sciencedirect.com/science/article/pii/S1566253523000891
Category: Medical Show Health
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
Category: Medicine Show Health
Explainable AI for Healthcare 5.0: Opportunities and Challenges
(4 days ago) WebHowever, healthcare operational procedures, verifiability of prediction models, resilience, and lack of ethical and regulatory frameworks are potential …
https://ieeexplore.ieee.org/document/9852458
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Explainable Artificial Intelligence for Predictive Modeling in …
(Just Now) WebExplainable artificial intelligence (XAI) is emerging to assist in the communication of internal decisions, behavior, and actions to health care professionals. …
https://link.springer.com/article/10.1007/s41666-022-00114-1
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AI in medicine must be explainable Nature Medicine
(Just Now) WebAI algorithms used for diagnosis and prognosis must be explainable and must not rely on a black box. In the wake of new medical devices powered by artificial …
https://www.nature.com/articles/s41591-021-01461-z
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A Brief Review of Explainable Artificial Intelligence in Healthcare
(2 days ago) WebA Brief Review of Explainable Artificial Intelligence in Healthcare. XAI refers to the techniques and methods for building AI applications which assist end users to …
https://arxiv.org/abs/2304.01543
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Explainable AI in Healthcare Unboxing Machine Learning for …
(6 days ago) WebThe special focus on eXplainable Artificial Intelligence (XAI) uncovers the black box of ML and bridges the semantic gap between the technologists and the …
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(PDF) Explainable AI in Healthcare - ResearchGate
(9 days ago) [email protected]. Abstract —Artificial Intelligence (AI) is an enabling technology. that when integrated into healthcare applications and smart. wearable …
https://www.researchgate.net/publication/342600571_Explainable_AI_in_Healthcare
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[2206.15363] Why we do need Explainable AI for Healthcare
(2 days ago) WebThe recent spike in certified Artificial Intelligence (AI) tools for healthcare has renewed the debate around adoption of this technology. One thread of such debate …
https://arxiv.org/abs/2206.15363
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Enhancing brain tumor detection in MRI images through …
(5 days ago) WebThis promotes trust and allows patients to make informed decisions about their healthcare. AI models can inadvertently perpetuate biases present in the training …
https://bmcmedimaging.biomedcentral.com/articles/10.1186/s12880-024-01292-7
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Survey of Explainable AI Techniques in Healthcare - MDPI
(9 days ago) WebSpecifically, explainable AI (XAI) aims to explain the information behind the black-box model of deep learning that reveals how the decisions are made. This paper …
https://www.mdpi.com/1424-8220/23/2/634
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Revolutionizing Healthcare: The Transformative Power of AI
(Just Now) WebAI’s integration into healthcare is set to usher in transformative changes, including the development of personalized treatment plans tailored to individual genetic …
https://www.aapa.org/news-central/2024/05/revolutionizing-healthcare-the-transformative-power-of-ai/
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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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Explainable AI to identify radiographic features of pulmonary …
(9 days ago) WebApproaches in which explainable artificial intelligence is used post hoc and focused on the entire image area may be subject to irrelevant information, falling outside …
https://academic.oup.com/radadv/article/1/1/umae003/7630768
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Explainable Artificial Intelligence in Healthcare: Opportunities, …
(2 days ago) WebExplainable AI (XAI) and its application to healthcare is an emerging research field influenced by regulatory frameworks and research programs such as …
https://link.springer.com/chapter/10.1007/978-3-030-91608-4_33
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The Benefits of AI in Healthcare IBM
(7 days ago) WebAccording to Statista, the artificial intelligence (AI) healthcare market, which is valued at $11 billion in 2021, is projected to be worth $187 billion in 2030.That massive …
https://www.ibm.com/think/insights/ai-healthcare-benefits
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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, and …
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Explainable AI: Getting it right in business McKinsey
(Just Now) WebWhat makes explainability challenging. Explainability is the capacity to express why an AI system reached a particular decision, recommendation, or prediction. …
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AI in healthcare needs strict oversight, rigorous testing: IHI
(3 days ago) WebTop safety recommendations for AI use at health systems: report. Health systems implementing artificial intelligence should have strict oversight, informed patient …
https://www.modernhealthcare.com/safety-quality/ai-healthcare-oversight-testing-ihi
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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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