Machine Learning

Supported by a $1.4 million U.S. Department of Defense grant, the Vanderbilt Lab for Immersive AI Translation 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, or concussion. Read More

A mere decade ago, decoding the genome of every organism in a major branch of the tree of life and deciphering their diets was a pipe dream. In a groundbreaking study, a team of researchers from Vanderbilt University, the University of Wisconsin-Madison and other institutions worldwide have done just that for the first time ever. Led by Abigail LaBella, a postdoctoral researcher in the Rokas Lab, an international research team used the genomes and diets of nearly all known species from an ancient lineage of yeasts to understand the evolution of generalists and specialists.  Read More

James Weimer, assistant professor of computer science and noted medical-device entrepreneur, has received a National Science Foundation CAREER Award to improve the safety and efficacy of systems that use advanced machine learning and artificial intelligence techniques. Read More

A multidisciplinary group of investigators from Vanderbilt University Medical Center, Vanderbilt University, and the University of Pennsylvania received a $3.2 million grant to develop novel brain network-based measures to guide surgical decisions and improve outcomes in the field of epilepsy surgery. 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. 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. Despite the success of machine learning, scientists say many foundational questions and theoretical aspects remain poorly understood, posing unwanted... 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 information more efficiently. The imagers... Read More

Vanderbilt researchers, in collaboration with investigators from the University of Alabama at Birmingham, the Delft University of Technology, University Hospital Bonn, and Molecular Horizon have developed new protocols to study which molecular pathways might be important in the aging retina and what might cause the formation of deposits in the eye that confer high risk for age-related macular degeneration. Read More

by Brenda Ellis As the nation’s skies become more crowded with commercial air traffic and U.S. air traffic control systems struggle with staffing and aging infrastructure, the risk of narrowly avoided collisions in the air and on the tarmac has increased significantly in the last five years. The nation’s top accident investigator said that a... Read More

Researchers at Vanderbilt University Medical Center and the University of Cambridge have developed a method of or predicting gene expression in hard-to-access tissues like the brain from more accessible tissues, including whole blood. Read More

Marie-Claire Harrison, a graduate student in the Department of Biological Sciences, has been named the 2023 recipient of the Brighter Ventures Student Award. The Brighter Ventures Student Award supports Ph.D. students interested in the application of artificial intelligence in the biomedical research field. Read More

Vanderbilt engineering professor Gautam Biswas partnered with the School of Nursing to bring eye tracking technology and machine learning algorithms into education and training environments. 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. Each group has been a test case for Biswas’ research, which collects multimodal data... 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 allow machines to reuse information,... Read More

Vanderbilt researchers used a machine learning algorithm and data from more than 26,000 hospital stays to predict who would and would not be discharged over the next 24 hours. 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 that expose them to being... 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 that expose them to being... 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 with machine learning at its... 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 with machine learning at its... Read More

An interdisciplinary fellowship with the Data Science Institute has resulted in a promising machine-learning technology that can effectively track complex surgical activity, thus having the potential to improve patient outcomes, safety and documentation. Read More