Public Health

Machine Learning Tracks Evolution of COVID-19 Misinformation

by Jessica Kent

A machine learning algorithm could help public health officials identify COVID-19-related conspiracy theories on social media, potentially reducing the spread of misinformation online, a study...

Predictive Analytics Tool Forecasts Future COVID-19 Surges

by Jessica Kent

The National Minority Quality Forum (NMQF) has launched its COVID-19 Index, a predictive analytics tool that will help leaders prepare for future surges of coronavirus. The COVID-19 Index will enable...

Genomic Data Reveals COVID-19 Variants Contribute to Surges

by Jessica Kent

Analyzing the genomic data of thousands of COVID-19 samples showed that surges in cases are driven by the appearance of new variants, according to a study published in Scientific...

Chronic Disease Death Rates Continue to Reflect Racial Disparities

by Jessica Kent

Black individuals in rural parts of the US have experienced higher chronic disease death rates than whites in the last 20 years, reflecting significant racial disparities and gaps in care. In a...

Ensuring Health Data Collection Protects Patient Privacy, Equity

by Jessica Kent

Since the onset of the COVID-19 pandemic, leaders have developed and deployed health data collection technologies to track virus exposure, monitor outbreaks, and aggregate hospital data. As...

Initiative to Use Genetic Data to Prevent Hereditary Cancer

by Jessica Kent

Brigham Young University’s (BYU) Center for Family History and Genealogy and the University of Washington have partnered to prevent hereditary cancer using genetic data. The Connect My Variant...

Real-World Data Shows Benefit of Vaccinating Healthcare Workers

by Jessica Kent

Real-world data collected at a large medical center showed that vaccinating healthcare workers reduced the number of required isolations and quarantines by more than 90 percent. Recently published in...

COVID-19 Mobility Data Can Exclude Older and Non-White People

by Jessica Kent

Smartphone-based mobility data used to respond to COVID-19 can leave out older and minority voters, which could lead jurisdictions to under-allocate important health resources to underserved...

FDA Data Dashboard Shows Adverse Events Related to COVID-19 Products

by Jessica Kent

The FDA has launched the FDA Adverse Event Reporting System (FAERS), a public data dashboard showing human adverse event reports for drugs and therapeutic products used under emergency use...

Using Genomic Data to Boost Population Health During COVID-19

by Jessica Kent

Genomic data has emerged as a comprehensive resource that can help researchers and providers better understand the underlying mechanisms of disease, leading to improved population health. During the...

Machine Learning Shows Social Media Greatly Affects COVID-19 Beliefs

by Jessica Kent

Using machine learning, researchers found that people’s biases about COVID-19 and its treatments are exacerbated when they read tweets from other users, a study published in JMIR showed. The...

Machine Learning Detects Biomarkers of Autism Spectrum Disorder

by Jessica Kent

Machine learning tools analyzed hundreds of proteins and identified blood biomarkers that could speed the diagnosis of autism spectrum disorder (ASD), according to a study published in PLOS One. ASD...

Data Analytics Model Gauges False-Negative Rate for COVID-19 Tests

by Jessica Kent

A data analytics model could help researchers evaluate the false-negative rate of COVID-19 tests by comparing the sensitivity of different viral DNA test kits, according to a study published in...

Data Dashboard Informs Disabled Populations About Vaccine Rollout

by Jessica Kent

A team from Johns Hopkins has created a data dashboard that shows how states are prioritizing people with disabilities in the COVID-19 vaccine rollout. The tool can also help people with disabilities...

Real-Time Data Dashboard Tracks Quantity of Vaccines Administered

by Jessica Kent

The University of Alabama at Birmingham (UAB) and PathCheck Foundation have developed an interactive, real-time data dashboard to track the quantity of COVID-19 vaccines administered in the US and...

Machine Learning Model Shows Higher COVID-19 Cases Than Reported

by Jessica Kent

Since the pandemic began, experts have looked to daily counts of laboratory-confirmed COVID-19 cases and deaths in an effort to contain the virus. Now, a machine learning algorithm has revealed that...

Google Launches Data Analytics Solution to Expand Vaccine Access

by Jessica Kent

Google Cloud has announced the Intelligent Vaccine Impact solution, a set of data analytics technologies to help regional and local governments ensure vaccine availability and deliver successful...

Data Analytics Shows Little Gain in COVID-19 Vaccine Prioritization

by Jessica Kent

Using data analytics, a team of researchers simulated a representation of the COVID-19 pandemic in the town of New Rochelle, New York – and found that it may not be effective to prioritize...

Predictive Analytics Optimizes Infectious Disease Surveillance

by Jessica Kent

A new early warning system can fill in gaps in infectious disease surveillance and forecast the spread of influenza using predictive analytics, according to a study published in Nature...

COVID-19 Claims Enhance Real-Time Data at the County Level

by Jessica Kent

Change Healthcare and Carnegie Mellon University’s Delphi Research Group have enhanced Delphi’s COVIDcast real-time data stream with COVID-19 claims information. Since April, Delphi has...