ONC Tech Forum: What to know about clinical decision support through real world examples
In this new series, come learn about clinical decision support (CDS) from the ONC team and real-world implementers….
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Tag: Clinical Decision Support
Tytocare’s AI-Powered Wheeze Detection Impresses with Thoughtful Design | Healthcare IT Today
Earlier this year, Tytocare received FDA approval for its AI-based solution that analyzes lung sounds captured via its handheld home care device. The thoughtful way that the AI was incorporated into the overall design…
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ONC’s HTI-1 Places Undue Burdens on Healthcare Providers, Health IT Developers | Healthcare IT Today
The following is a guest article by David Bucciferro, Chair of the EHR Association
In April 2023, the Office of the National Coordinator for Health Information Technology (ONC) released its much-anticipated proposed rule to advance…
A flexible symbolic regression method for constructing interpretable clinical prediction models
Machine learning (ML) models trained for triggering clinical decision support (CDS) are typically either accurate or interpretable but not both. Scaling CDS to the panoply of clinical use cases while mitigating risks to patients…
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ML Improves Triage of Respiratory Symptoms in Primary Care
A Machine-Learning tool accurately triages patients with respiratory symptoms before primary care visits, according to a study. By categorizing patients into risk groups, unnecessary interventions like chest X-rays can be reduced for low-risk individuals,…
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Machine Learning Accurately Triages Respiratory Symptoms in Primary Care
By Shania Kennedy
June 02, 2023 – Researchers have demonstrated that a machine learning (ML)-based clinical decision support tool can accurately triage patients with respiratory symptoms before they visit a primary care clinic, which may improve…
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Solving the explainable AI conundrum by bridging clinicians’ needs and developers’ goals
Explainable artificial intelligence (XAI) has emerged as a promising solution for addressing the implementation challenges of AI/ML in healthcare. However, little is known about how developers and clinicians interpret XAI and what conflicting goals…
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NeuroFlow, Atlantic Health System partner to launch collaborative care model
Pennsylvania-based NeuroFlow, a behavioral health company, has partnered with New Jersey-based Atlantic Health System to advance a collaborative care model for adult behavioral health patients at 16 accountable care organization (ACO) sites.NeuroFlow’s cloud-based platform…
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AI Partnership to Reduce Hospital Nurses’ Documentation Burden
By Shania Kennedy
May 17, 2023 – BayCare Health System and healthPrecision announced a strategic partnership to co-develop the company’s artificial intelligence (AI)-based Medical Brain platform, a clinical decision support solution aimed at reducing nurse documentation…
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Review Finds EHR Nudge Interventions Drive Care Quality Improvements
By Hannah Nelson
May 16, 2023 – Non-interruptive EHR nudge interventions, such as changing choice default options, can help drive care quality improvement, according to a study published in JAMIA.
Interruptive clinical decision support (CDS) interventions can…
