Data Driven Algorithms In Healthcare

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Addressing bias in big data and AI for health care: A call for open …

(3 days ago) WEBBias in the medical field can be dissected along three directions: data-driven, algorithmic, and human. Bias in AI algorithms for health care can have catastrophic consequences by propagating deeply rooted societal biases. As an example of data …

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8515002/

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Data-Driven Approaches in Healthcare: Challenges and - Springer

(1 days ago) WEBA data-driven healthcare strategy must consider the definition of data management policies, provide training for those dealing with health data, and support the …

https://link.springer.com/chapter/10.1007/978-3-031-41264-6_4

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Algorithmic Bias in Health Care Exacerbates Social Executive and

(1 days ago) WEBBrian Powers, a faculty member in Applied Artificial Intelligence for Health Care, wrote a landmark 2019 paper in Science that showed that algorithms commonly …

https://www.hsph.harvard.edu/ecpe/how-to-prevent-algorithmic-bias-in-health-care/

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Building a data-driven health-care ecosystem - MIT Technology …

(7 days ago) WEBThe application of AI to health-care data has promise to align the U.S. health-care system to quality care and positive health outcomes. But AI for health care …

https://www.technologyreview.com/2024/03/12/1087405/building-a-data-driven-health-care-ecosystem/

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Algorithmic bias: Senses, sources, solutions - Fazelpour - 2021

(2 days ago) WEBData-driven algorithms are widely used to make or assist decisions in sensitive domains, including healthcare, social services, education, hiring, and criminal …

https://compass.onlinelibrary.wiley.com/doi/10.1111/phc3.12760

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Clinical artificial intelligence quality improvement: towards …

(Just Now) WEBMachine learning (ML) and artificial intelligence (AI) algorithms have the potential to derive insights from clinical data and improve patient outcomes. However, …

https://www.nature.com/articles/s41746-022-00611-y

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Investigating the use of data-driven artificial intelligence in

(7 days ago) WEBRecent reviews have shown that artificial intelligence (AI) algorithms in digital health interventions can be effective in improving health outcomes across a …

https://journals.sagepub.com/doi/10.1177/1460458219900452

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The potential for artificial intelligence to transform healthcare

(Just Now) WEBArtificial intelligence (AI), supported by timely and accurate data and evidence, has the potential to transform health care delivery by improving health …

https://www.nature.com/articles/s41746-024-01097-6

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Advancing Healthcare Through Data-Driven Medicine and Artificial

(1 days ago) WEBMultiple advanced data analytics techniques are being increasingly used in academic and commercial innovation platforms to develop data-driven tools for the …

https://link.springer.com/chapter/10.1007/978-3-030-32161-1_2

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Diagnosing bias in data-driven algorithms for healthcare

(9 days ago) WEBMany data-driven algorithms in healthcare map a set of patient characteristics to the patients’ estimated risk of experiencing a future outcome1,2,3. …

https://petrieflom.law.harvard.edu/resources/article/diagnosing-bias-in-data-driven-algorithms-for-healthcare

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Diagnosing bias in data-driven algorithms for healthcare

(7 days ago) WEBDiagnosing bias in data-driven algorithms for healthcare. January 2020. Nature Medicine 26 (1):25-26. DOI: 10.1038/s41591-019-0726-6. Authors: Jenna Wiens. …

https://www.researchgate.net/publication/338562067_Diagnosing_bias_in_data-driven_algorithms_for_healthcare

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Data-Driven Decision-Making for Health Administrators

(5 days ago) WEBData-Driven Decision-Making for Health Administrators. August 18, 2022. Uncategorized. Data drives decision-making, now more than ever. In fact, data-driven …

https://publichealth.tulane.edu/blog/data-driven-decision-making/

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Innovation in Data-Driven Health Care - SPONSORED CONTENT …

(1 days ago) WEBToday, many health care organizations understand that a data-driven approach can improve patient health outcomes, enable faster clinical decisions, and …

https://hbr.org/sponsored/2023/08/innovation-in-data-driven-health-care

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The Benefits of AI in Healthcare IBM

(7 days ago) WEBBetter machine learning (ML) algorithms, more access to data, cheaper hardware, and the availability of 5G have contributed to the increasing application of AI …

https://www.ibm.com/think/insights/ai-healthcare-benefits

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Improving healthcare operations management with machine …

(9 days ago) WEBGlobal standardization of healthcare data. Since the 1990s, all healthcare data Salomonsson, H., Bangalore, P. & Bokrantz, J.A data-driven algorithm to …

https://www.nature.com/articles/s42256-020-0176-3

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The Accuracy Limits Of Data-Driven Healthcare - Forbes

(4 days ago) WEBAn average of 3.3% errors were found in the test sets of 10 of the most widely used computer vision, natural language processing (NLP) and audio datasets. …

https://www.forbes.com/sites/forbestechcouncil/2022/02/16/the-accuracy-limits-of-data-driven-healthcare/

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ISO - An easy guide to understanding healthcare data analytics

(5 days ago) WEBThe future of data-driven healthcare. The potential impact of healthcare data analytics on patient care is monumental, driving a healthcare revolution that is more proactive, …

https://www.iso.org/healthcare/data-analytics

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Generative AI-based Data Completeness Augmentation Algorithm …

(6 days ago) WEBIn the decade, artificial intelligence has achieved great popularity and applications in medicine and healthcare. Various AI-based algorithms have shown …

https://ieeexplore.ieee.org/document/10301488/

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VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons

(2 days ago) WEBThe surgical intervention is crucial to patient healthcare, and many studies have developed advanced algorithms to provide understanding and decision-making …

https://arxiv.org/abs/2405.08272

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A hybrid kernel extreme learning machine modeling method

(Just Now) WEBThe state of health (SOH) of lithium-ion batteries is an important indicator for evaluating the degradation of battery performance, which is crucial in battery …

https://link.springer.com/article/10.1007/s11581-024-05573-7

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Electronics Free Full-Text A New Machine-Learning-Driven …

(1 days ago) WEBWith the rapid development of artificial intelligence in recent years, intelligent evaluation of college students’ growth by means of the monitoring data from training …

https://www.mdpi.com/2079-9292/13/10/1928

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A novel data-driven model-free synchronization protocol for …

(5 days ago) WEBIn this paper, a data-driven, model-free TD3-based algorithm is proposed. The neural network is used to address the issue of dimensional explosion in the state and action …

https://dl.acm.org/doi/abs/10.1016/j.knosys.2024.111430

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