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Emory University and the Georgia Institute of Technology announced a $100,000 seed fund for founders as part of their AI.Humanity Seed Grant Program.
The AI.Humanity Seed Grant Program is a collaboration between the two universities that has expanded through Emory. constructive conflictsProgramming earlier this year. Grant recipients will use the funds to encourage new research collaborations and expand existing partnerships to improve artificial intelligence (AI) society and the quality of human life. Projects may include research into ethical and social issues, social justice, health disparities, or bias in AI data.
The winning proposals were selected from a pool of more than a dozen entries across the two universities. The recipients of the AI.Humanity seed grants are:
Marcela Benitez (Emory University, Emory College of Arts and Sciences, Department of Anthropology) and Jacob Abernethy (Georgia Tech, School of Computer Science) for their proposal entitled “AI Forest: Cognition in the Wild.”
Marcela Benitez (left) and Jacob Abernethy
In the proposed study, Benitez and Abernethy plan to develop and implement “smart” experimental sites for long-term cognitive assessment and monitoring of wild capuchin monkeys in the Taboga forest reserve in Costa Rica. These testing sites rely on AI and deep machine learning to identify and track wild monkeys in real time, allowing for targeted behavioral assessment and cognitive testing.
The stations provide a new method for long-term monitoring of cognitive abilities in wildlife. In doing so, the team will experience an unprecedented level of control in the wild environment, linking cognitive performance to natural behaviors for many studies and ultimately providing a comprehensive exercise program.
Lance Waller (Emory University, Rollins School of Public Health, Department of Biostatistics and Bioinformatics) and John Taylor (Georgia Tech, Department of Civil and Environmental Engineering) In their proposal titled “Applying Machine Learning Techniques to Improve Epidemiological Models for Urban Infrastructure Accounting, Human Behavior Change, and Policy Intervention.” Their project investigates emerging infectious diseases that are dangerous and require a rapid public health response, but can be challenging to model, especially in the early stages of a large outbreak.
Lance Waller (left) and John Taylor
In particular, the team found that characteristics of urban infrastructure (e.g., transportation networks) increase density and alter the order and structure of communication networks, which can accelerate the spread of local disease in the event of a widespread epidemic.
The team proposed extending epidemiological models to include the complex role of local variation in contact networks and the dynamic nature of human-human and human-infrastructure interaction networks in disease transmission, changes in human behavior, and policy interventions in metropolitan areas.
The aim of the project is to provide more accurate results than similar mixture models and remain computationally feasible to guide rapid policy decisions.
Marcos Schechter (Emory University, School of Medicine, Department of Medicine) and Rose Arriaga (Georgia Tech, School of Interactive Computing) for their proposal entitled “Diabetes Disease Computing System (DUCSS)”.
Marcos Schechter (left) and Rosa Arriaga
Schechter and Arriaga lead a team of collaborative co-investigators exploring computational approaches to detect changes in diabetic foot ulcers through models that analyze and interpret diverse data and provide AI-driven interfaces that connect patients and clinicians.
The team’s proposed human-centered computational sensing system overcomes the clinical challenge of automating wound diagnosis and monitoring by bridging existing gaps in wound detection and wound progression. The group also focuses on underserved and minority communities to promote technologies to reduce disparities.
This pilot proposal will enroll more than 250 people from underserved communities at Grady Memorial Hospital, where diabetic foot ulcers are treated.
Deborah Bruner, Emory’s senior vice president for research, shares her thoughts on continued collaboration.
“These groups are collaborating to advance AI and improve equity and the overall quality of human life,” Brunner says. “This is an exciting time for the Emory and Georgia Tech research departments. Congratulations to each winning team.”
Learn more about Emory AI.Humanity Initiative.
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