New & Notable
Collaboration key to using data standards for value-based care
Panelists at Xtelligent Healthcare's Payer + Provider Summit discussed the promise and challenges of using data standards for value-based care.
Study reveals cost-efficiency strategy for LLM deployment
Efficient deployment of large language models at scale in healthcare settings could streamline clinical workflows and reduce costs up to 17-fold without sacrificing reliability.
Exploring 3 types of healthcare natural language processing
Natural language processing, understanding and generation might help healthcare stakeholders make better use of their wealth of unstructured, text-based data.
How can analytics help triage behavioral health risk?
Risk stratification is an important aspect of addressing the U.S. behavioral health crisis, and analytics can help providers enhance patient triage and care delivery.
Insights
Insights is the research division of Xtelligent Healthcare Media. Our work aims to leverage Xtelligent’s diverse readership of healthcare professionals across various sectors of the industry to understand real-world challenges and identify effective solutions.
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Healthcare Strategies: A Podcast
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A podcast for healthcare professionals seeking solutions to today's and tomorrow's top challenges. Hosted by the editors of Xtelligent Healthcare Media, this podcast series focuses on real-world use cases that are leading to tangible improvements in care quality, outcomes, and cost.
Guests from leading provider, payer, government, and other organizations share their approaches to transforming healthcare in a meaningful and lasting way.
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Latest News
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Medical testing inequities contribute to racial bias in AI
Inequitable lab testing to diagnose severe disease can create racial biases in the data used to train healthcare AI, potentially perpetuating care disparities.
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LLMs might not significantly augment diagnostic reasoning
The use of GPT-4 did not necessarily enhance clinicians' diagnostic reasoning performance compared to those relying solely on conventional clinical resources.
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AI-enabled wearable helps detect medication errors
A wearable, deep learning-driven camera could help healthcare providers proactively identify potential errors prior to medication delivery with 99% accuracy.
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AI chatbots show promise for HIV prevention
Artificial intelligence-based chatbots could serve as valuable tools for community-based and public health organizations to improve HIV prevention and care services.
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LLMs show potential for hospital quality measure reporting
Large language models can process Severe Sepsis and Septic Shock Management Bundle quality measures in agreement with manual reporting in 90% of cases.
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Google: Providers see GenAI's potential for administrative tasks
A new report from Google Cloud and The Harris Poll revealed that 89% of providers and 98% of payers have a positive view of GenAI use to streamline administrative tasks.
Features
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Exploring ACR's AI quality assurance program for radiology
The American College of Radiology's national quality assurance program seeks to help providers safely and effectively implement medical imaging AI.
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Top data analytics tools for chronic disease management
Effective chronic disease management requires healthcare stakeholders to effectively utilize data, population health management systems and predictive analytics tools.
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Can AI-driven care coordination software improve workflows?
By integrating an AI platform across dozens of hospitals and outpatient settings, University Hospitals aims to streamline care coordination and improve outcomes.
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Comparing real-world, synthetic and de-identified data
Real-world, synthetic and de-identified data all play a role in healthcare analytics efforts, but knowing which type of data to use is key for success.