Machine Learning

Lung cancer remains the leading cause of cancer mortality in people living with HIV, the human immunodeficiency virus, with an incidence nearly three times higher than in those without HIV. Vanderbilt engineering professors and physicians from the Vanderbilt University Medical Center are using cutting-edge imaging and biomarker research to advance… Read More

The Vanderbilt Lab for Immersive AI Translation (VALIANT) is collaborating on research that is using machine learning and artificial intelligence to more accurately determine if a person has a mild traumatic brain injury (TBI), or concussion. The research is being funded by a $1.4 million U.S. Department of Defense… Read More

Soheil Kolouri, assistant professor of computer science at Vanderbilt University, has received a National Science Foundation CAREER Award to explore ways to make machine learning more efficient and possibly impact the next generation of such methods. Soheil Kolouri Despite the success of machine learning, scientists say many foundational… Read More

A front-end lens, or meta-imager (see below), created at Vanderbilt University can potentially replace traditional imaging optics in machine-vision applications, producing images at higher speed and using less power. The nanostructuring of lens material into a meta-imager filter reduces the typically thick optical lens and enables front-end processing that encodes… Read More

Three passenger aircrafts in heavy traffic on the taxiway. Aircraft types on picture include Airbus A380 (middle). Two moving away, one approaching. Looks like the planes are deadlocked in a taxiway traffic jam. Getty Images by Brenda Ellis As the nation’s skies become more crowded with commercial air traffic and U.S. Read More

By Lena Anthony First-year nursing students, U.S. Army soldiers and a middle school science class might seem very different at first glance. But when you consider the recent work of Cornelius Vanderbilt Professor of Engineering Gautam Biswas, the similarities become clear. Gautam Biswas (Photo by John Russell). Each group has… Read More

Kolouri wins $1M DARPA grant to investigate AI cooperative lifelong learning A Vanderbilt engineering professor is leading part of an international initiative to create advanced artificial intelligence programs that will enable machines to learn progressively over a lifetime and share those experiences with each other. Researchers hope the technology will… Read More

Project to build end-to-end model of depression capturing biological factors, quantifiable biometrics and behavioral measures Vanderbilt researchers have been selected by Wellcome Leap as one of 12 global teams to develop an integrated model of depression and to identify biologically effective treatment in an accelerated timeframe. A key… Read More

Vanderbilt researchers have won a National Science Foundation grant to use wearable technologies to detect problem behaviors in children and adolescents with intellectual and developmental disabilities and offer strategies to protect them from potential harm. Children with intellectual and developmental disabilities (IDD) are at increased risk of showing problem behavior… Read More

Multi-university team tackles safety systems for autonomous eVTOLs Vanderbilt engineers are part of a NASA-funded, multi-institution effort to develop safety systems for a mode of transportation that doesn’t exist yet—small, commercial, autonomous planes that move people by air between locations in large, crowded cities. The task is a formidable one… Read More