Tech & Health

VUMC app used by research participants around the world

MyCap is a secure, customizable mobile computing application (for smartphone or tablet) used to collect data from research participants on a remote basis.

At Vanderbilt University Medical Center, where MyCap was created and launched in 2018, some 107 projects have used the app, and by 2021, research participants in 135 countries had installed the free app.

Project aims to improve ear disease diagnoses with objective machine learning techniques

A new project, funded by the National Institutes of Health (NIH), National Institute on Deafness and Other Communication Disorders (NIDCD) and led by Aaron Moberly, MD, and Metin Gurcan, PhD, professor and director of the Center for Biomedical Informatics and the Clinical Image Analysis Lab at Wake Forest University School of Medicine, aims to develop machine learning applications to analyze eardrum videos collected with a digital otoscope.

Neural networks probe proteins

A machine learning method based on neural networks outperformed a mutational scanning model at identifying disease-causing mutations in an Alzheimer’s disease protein, suggesting the method could be useful for facilitating therapeutic design.

Malin receives a Vanderbilt distinguished service award

Bradley Malin, PhD, has received one of Vanderbilt University’s top honors, the Alexander Heard Distinguished Service Professor Award.

COVID on Twitter: town vs. country

A natural language processing analysis of 407 million tweets from May 2020 to January 2022 captures the rural-urban divide regarding COVID-19.

The problem with the problem list

Algorithms to infer missing problems and suggest that they be added to electronic health records improved problem list completeness, with benefits for clinical care, patient comprehension of health conditions and population health.

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