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Using structured gaussian processing algorithm for spatiotemporal prediction of COVID-19 pandemic in the US

Researchers identified spatial/geographical features associated with increased COVID-19 cases and death counts in the US across different temporal phases of the pandemic. ....

United States , Aimee Molineux , Neha Mathur , Neha Mathurapr , Johns Hopkins University , National Center , United States Census Bureau , Health Statistics , Systems Science , Latent Dirichlet Allocation , Rocky Mountain , Coronavirus Disease Covid 19 , Covid 19 , Machine Learning , Public Health , Ars Cov 2 , Evere Acute Respiratory , Evere Acute Respiratory Syndrome ,

New Insights on Learning to Live with Climate Change

By some measures, climate change is in the past. "Multiple lines of evidence strongly support the finding that anthropogenic greenhouse gases have become the dominant driver of global climate warming observed since the mid-twentieth century," reports the revised Statement on Earth's Changing Climate adopted by the Council of the American Physical Society this November-;representing the collective voice of more than 50,000 members. ....

France General , United States , Tscott Pruit , Davide Faranda , Rose Yu , Laura Thomsonmar , Michael Mann , Juanm Restrepo , Daniel Swain , University Of California San Diego , Pennsylvania State University , University Of Paris , Department Of Energy Oak Ridge National Laboratory , Council Of The American Physical Society , Changing Climate , American Physical Society , Oak Ridge National , California Los Angele Institute , Latent Dirichlet Allocation , Genoa Low , Scandinavian High , California San Diego ,

Frontiers | Editorial: Health Technologies and Innovations to Effectively Respond to the Covid-19 Pandemic

Editorial: Health Technologies and Innovations to Effectively Respond to the Covid-19 Pandemic ....

United States , Mccallb Covid , Becky Inkster , Giovanni Ferrara , Harrell Fe Jr , Glob Health Action , Health System , University Of Alberta , Research Topic , Digital Mental Health Data Insights Group , Health Affairs , United Health Group Covid , Medical Things , Computer Audition , Artificial Intelligence , Laura Digital Emergency Room , Emergency System , Precision Life Combinational Analytics Platform , United Health Group , Shapley Additive Explanations , Feature Elimination , Random Forest , Latent Dirichlet Allocation , Med Abstract , Crossref Full Text , Health Technology ,

Statistical model builds SARS-CoV-2 interactome with miRNAs, protein-coding genes, and co-infecting microbes

A team of researchers recently developed a statistical modeling method known as multiple-layer crosstalk (MLCrosstalk). ....

Latent Dirichlet Allocation , Kyoto Encyclopedia , Coronavirus Disease Covid 19 , Ars Cov 2 , Ung Disease , Notch Signaling , Evere Acute Respiratory , Evere Acute Respiratory Syndrome ,

Cardiovascular Device Adverse Event Description Analyzed

In this column, we use topic modeling to extract information from the event descriptions in MDRs. Topic modeling is an approach that allows us to see the big picture from a long list of documents, seeking to identify common topics discussed in a corpus of records. ....

Arctic Sun , Medical Device Reports , Latent Dirichlet Allocation , Medical Device Reports , Edical Device Reports Of Adverse Events , Dr Analyzed ,