Effectively managing evidence-based information is increasingly challenging. This study tested large language models (LLMs), including document- and online-enabled retrieval-augmented generation (RAG) systems, using 13 recent neurology guidelines across 130 questions. Results showed substantial variability….
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We developed a named entity (NE) framework for information extraction from semi-structured clinical notes retrieved from The Cancer Genome Atlas—Thyroid Cancer (TCGA-THCA) database and examined Large Language Models (LLMs) strategies to classify the 8th…
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This systematic review evaluated natural language processing (NLP) approaches for detecting cognitive impairment in electronic health record clinical notes. Following PRISMA guidelines, we analyzed 18 studies (n = 1,064,530) that employed rule-based algorithms (67%), traditional machine…
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Bill Bruno, CEO at Celebrus
Patient experience (PX) in healthcare is a crucial factor in engagement, compliance, and operational efficiency. But as digital interactions increasingly shape how patients access and navigate care, healthcare providers are…
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A respiratory digital therapeutics toolkit is improving outcomes and reducing health inequalities for people with asthma and chronic obstructive pulmonary disease (COPD) in Wales.
The toolkit, which was rolled out in July 2020 and has…
Partnerships between public and private organizations in digital health can promote more accessible, affordable, and high-quality care, but they also raise ethical and governance challenges. We searched PubMed, EMBASE, and Web of Science, identifying…
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Electroconvulsive therapy (ECT) and ketamine are effective treatments for depression; however, evidence-based guidelines are needed to inform individual treatment selection. We adapted the Personalized Advantage Index (PAI) using machine learning to predict optimal treatment…
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Jacob Johnson, CISO of ArmorPoint
Few industries rely more heavily on sensitive personal information than the healthcare sector, and therefore few collect, store and share as much data. The Department of Health and Human Services…
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The Growing Healthcare Crisis
The United States faces an unprecedented healthcare challenge, with chronic diseases consuming approximately 90% of the nation’s $4.1 trillion annual health care expenditure. These conditions are responsible for 74% of global…
The European Union has released Guidelines to provide legal clarity on the prohibited uses of AI within the EU AI Act to ensure effective, consistent and uniform application and protect European citizens’ rights and…
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