Population Health News

Web-Based Predictive Analytics Identifies COVID-19 Hot Spots

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Web-based predictive analytics methods identified strong correlations between Google search trends and COVID-19 hot spots in parts of the country – as early as 16 days prior to the first reported...

Leveraging Data Analytics Tools to Address Health Disparities

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The COVID-19 pandemic has shined a spotlight on the health disparities that pervade the industry, with the virus widening the gaps between advantaged and disadvantaged patient populations. Identifying...

Predictive Analytics Models Forecast Prevalence of Flu Strains

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Predictive analytics models that evaluate genetic and experimental data could more accurately forecast which flu strains will be most prevalent during the next winter, according to a study published in...

Using Machine Learning to Calculate Unreported COVID-19 Cases

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To reduce and track the spread of COVID-19, researchers and provider organizations have increasingly turned to artificial intelligence and machine learning tools to improve their surveillance...

Population Health Studies Examine Role of Genetics in COVID-19

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As organizations across the healthcare landscape seek to maintain or improve population health during the COVID-19 pandemic, researchers are turning to genetics to better understand patient outcomes...

NIH Funds Study to Advance Precision Medicine for Diabetes

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NIH is funding a nationwide study involving 20 research centers to better understand unusual types of diabetes, which could accelerate precision medicine for the condition. The Rare and Atypical...

Machine Learning Can Streamline PTSD Diagnosis in Veterans

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Using machine learning, researchers were able to cut six of the 20 questions used to diagnose post-traumatic stress disorder (PTSD) while still maintaining accuracy in a veteran population, according...

Deep Learning Model Predicts COVID-19 Surges 7 Days into the Future

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A deep learning tool can predict surges in COVID-19 cases for each US county with 64 percent accuracy, which is twice the accuracy of an untrained model, according to a study published in IEEE...

Cell Phone Data Shows Social Distancing Trends During COVID-19

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An analysis of US cell phone data showed that social distancing practices increased by over nine times from late January through late March and then decreased by about half through mid-June, according...

County-Level Data Reveals Factors Related to COVID-19 Disparities

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In order to understand the reasons behind COVID-19 disparities, healthcare organizations are increasingly conducting county-level data analyses in communities across the US. For more coronavirus...

Machine Learning Index Identifies Patients at High Risk of COVID-19

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Parkland Center for Clinical Innovation (PCCI) and Parkland Health and Hospital System have developed a risk index that generates a COVID-19 risk score for each patient using machine learning and big...

Sinai Health, DePaul University Partner to Address Health Disparities

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Sinai Health System and DePaul University are partnering to build a community-driven research institute that will aim to mitigate health disparities in Chicago. Sinai Health’s research arm,...

Index Uses Social Determinants Data to Rank Community Health

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Boston University School of Public Health (SPH) and Sharecare have released their Community Well-Being Index (CWBI) state rankings report, which leverages social determinants of health data to measure...

Cell Phone Location Data Can Identify Areas of COVID-19 Spread

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County-level cell phone location data could enable public health officials to better monitor adherence to stay-at-home guidelines, as well as estimate the future spread of COVID-19, according to a...

How an ACO, FQHC Model Leveraged Social Determinants of Health

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Community Care Cooperative’s (C3’s) unique accountable care organization (ACO) model enables population health management to overcome the social determinants of health needs of their...

Gaps in Early COVID-19 Data Contributed to Surge in US Cases

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Gaps in early COVID-19 data led to significant underreporting of coronavirus cases, ultimately contributing to a large number of infections in the US by early March, a study published in the...

Racial Disparities Persist in Heart Disease Deaths, Outcomes

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Heart failure and hypertensive heart disease deaths are increasing among black men and women despite advances in heart disease management, highlighting persistent racial disparities that should be...

Geographic Data Uncovers Trends in COVID-19 Mortality, Spread

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To further discover trends in COVID-19 mortality and the spread of the virus, researchers are increasingly leveraging geographic and population data for new insights on how the disease operates. For...

Big Data Dashboards to Help US Colleges Track COVID-19 Spread

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To help track and monitor the spread of COVID-19 on college campuses, leaders across the country are implementing big data dashboards to promote transparency and comfort among students, faculty, and...

Data Reveals Disparities in COVID-19 Hospitalization Rates

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Black, Hispanic, American Indian, and Alaskan Native patients are more likely to be hospitalized due to COVID-19 than white individuals, showing that there are significant disparities among racial and...