Machine Learning

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

Kevin Leach, assistant professor of computer science, has won an Amazon Research Award in the fall 2022 awards cycle. The Amazon funds will allow him to advance the state of the art in robust document understanding by developing new iterative methods for collecting and labeling training data. Read More

Vanderbilt University’s Data Science Institute will give women in data science a chance to connect, network and learn from other women in the field at the Women in Data Science Conference to be held in Alumni Hall on Tuesday, March 7. 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

Vanderbilt researchers have developed an active machine learning approach to predict the effects of tumor variants of unknown significance, or VUS, on sensitivity to chemotherapy. Characterizing VUS can maximize clinical care and precision medicine for each patient. Read More

Biomedical researchers with expertise in data science will discuss the impact of artificial intelligence and machine learning on biomedical research, how it is being used for new and paradigm-shifting discoveries, as well as ethical concerns on Tuesday, May 24, from noon to 1 p.m. CT. Read More

By Aaron Conley Systems biology and the Lopez lab The history of hermeneutics started with Aristotle—parts comprise the whole. To understand the whole, we need to understand the parts. And to understand the parts, we need to understand them in the context of the whole. Carlos F. Lopez, associate… Read More

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, adapt quickly to new conditions and collaborate by sharing information. 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

Professor and entrepreneur finds startup success with Vanderbilt’s spirit of collaboration and innovation. 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

Vanderbilt investigators have devised a system to alert health IT teams to deteriorating performance in clinical prediction models. Read More

A trans-institutional team of Vanderbilt engineering, data science and clinical researchers has developed a novel approach for monitoring bone stress in recreational and professional athletes, with the goal of anticipating and preventing injury. Using machine learning and biomechanical modeling techniques, the researchers built multisensory algorithms that combine data from lightweight, low-profile wearable sensors in shoes... Read More