Complimentary from the publishers of Care Analytics News | February 2020 | |||||
"The accessibility of integrated data and the surge of new technologies,
which empower providers to analyze data more comprehensively, allow
every healthcare manager to make strategic decisions and costs
implications and measure goal progress analytics." - Doug Brown, President, Black Book. |
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A machine learning system called MedAware that generates clinical
outlier, time-dependent and dosage outlier alerts was evaluated to
determine whether each alert was accurate, valid and valuable.
"Preventing ADEs [adverse drug events] saved $60.63 per alert, and
averted calls between pharmacists and clinicians saved $0.047;
extrapolating the results to the 747,985 patients who had an outpatient
encounter, the alerts that would have been fired could have resulted in
savings of $1,294,457." Excerpted from: Care Analytics News, Analytics Technology Edition, Volume 13 Number 3, February 2020, Journal Scan: ‘Using a Machine Learning System to Identify and Prevent Medication Prescribing Errors: A Clinical and Cost Analysis Evaluation’." |
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Definitive Healthcare: Current
Areas of Use for AI in Imaging
1. Computer-aided image detection for
disease states: 93% Notes: From an article entitled, "The Future of the AI Market: 2019 Study Results," by Tory Waldron, based on results from Definitive Healthcare’s 2019 Artificial Intelligence Study. Source: Definitive Healthcare, January 27, 2020 check out more lists on healthsprocket . "What's on your list?" |
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HIMSS20: How PA models can help predict, reduce 30-day readmission
rates Healthcare Finance, February 4, 2020 |
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Critical transformation in critical care The Healthcare Guys, January 31, 2020 |
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10 ways health care AI could transform primary care The American Medical Association, January 27, 2020 |
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Dangers of artificial intelligence in medicine The Hill, January 16, 2020 |
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Data Analytics Utilization 'Negligible' Among 80% of Healthcare
Orgs HealthLeaders, January 15, 2020 |
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Making Pediatric Risk Scoring a Reality for Children’s Hospitals Health IT Analytics, January 8, 2020 |
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A Predictive Modeling Primer for Specialty Pharmacy Pharmacy Times, February 5, 2020 |
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AI Helps Spot Dental Fraud Becker's Hospital Review, January 28, 2020 |
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Using Applied ML to Predict Healthcare Utilization Based on
Socioeconomic The American Journal of Managed Care, January 15, 2020 |
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BC of Idaho Advances PA To Help Members Avoid Future Health
Conditions Blue Cross of Idaho Press Reelase, January 13, 2020 |
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Axes
of a revolution: challenges and promises of big data in healthcare Nature Medicine, January 13, 2020 |
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Predicting Hospitalizations From Electronic Health Record Data The American Journal of Managed Care, January 13, 2020 |
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The 'data-driven physician' is on the rise: Stanford Medicine report Becker's Hospital Review, January 10, 2020 |
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How AI is changing medicine, the role of physicians Becker's Hospital Review, January 8, 2020 |
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The Impact of Artificial Intelligence on Quality and Safety Global Spine Journal, January 6, 2020 |
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In the previous Care Interventions edition of Care Analytics News:
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