Completed Research
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Predicting Pediatric Malpractice Risks with AI
Preverity – Predicting Pediatric Malpractice Risks with AI In collaboration with Vanderbilt Data Science, Preverity launched a project aimed at developing a predictive model to assess malpractice risks in pediatric healthcare. This initiative was driven by the need to enhance patient safety in a particularly vulnerable population. By employing advanced… Read MoreAug. 13, 2024
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ESG Sentiment Analysis Using AI
AllianceBernstein – Leveraging AI for ESG Sentiment Analysis In collaboration with Vanderbilt Data Science, AllianceBernstein undertook a project aimed at analyzing the impact of Environmental, Social, and Governance (ESG) sentiment on stock prices. The project sought to determine whether negative sentiments surrounding ESG topics could influence the financial performance of… Read MoreAug. 13, 2024
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Leveraging AI for Fan Sentiment Analysis
Nashville SC – Leveraging AI for Fan Sentiment Analysis In collaboration with Vanderbilt Data Science, Nashville SC undertook a project aimed at enhancing their understanding of fan sentiment through the analysis of social media discussions. By applying advanced AI techniques, the project provided detailed insights into how fans perceive the… Read MoreAug. 13, 2024
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Machine Learning–Based Identification of Lithic Microdebitage
Dr. Markus Eberl, Associate Professor Archaeology at Vanderbilt University, speaks about his team’s use of a particle scanner to analyze micro-debitage. They used machine learning to analyze the data set and tried to learn more about early life than we could otherwise. Markus Eberl worked with the… Read MoreSep. 1, 2023
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A Comparative Study on the Application of Machine Learning to Dynamic Rebalancing (DSI-SRP)
This DSI-SRP fellowship funded Ziyao Zhang to work in the laboratory of Dr. Mike Neamtu, Ph.D. in the Department of Mathematics during the summer of 2023. Ziyao is a rising junior with majors in Computer Science and Mathematics and a minor in Economics. In this DSI research, Ziyao and his… Read MoreAug. 21, 2023
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Active Learning Strategies for Efficient Growth of BGC Database (DSI-SRP)
This DSI-SRP fellowship funded Chaehyun “Amy” Song to work in the laboratory of Dr. Allison Walker, Ph.D. in the Department of Pathology, Microbiology and Immunology during the summer of 2023. Amy is a rising junior with a major in Biochemistry and Chemical Biology and a minor in Computer Science. In… Read MoreAug. 21, 2023
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Exploring Racial and Gender Differences in Opioid Use Disorder and Designing NLP-based Diagnosis Tools (DSI-SRP)
This DSI-SRP fellowship funded Chen Jin to work in the laboratory of Dr. Alvin D. Jeffery, Ph.D. in the School of Nursing during the summer of 2023. Chen is a rising senior with majors in Economics and Medicine Health and Society (MHS), and a minor in Data Science. Read MoreAug. 21, 2023
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Expanding the CMR Model – A Computational Investigation of Reading Comprehension (DSI-SRP)
This DSI-SRP fellowship funded Elijah Williams to work in the laboratory of Dr. Katherine S. Aboud, Ph.D. in the Vanderbilt Brain Institute during the summer of 2023. Elijah is a rising junior with a major in Mathematics and a minor in Data Science. In this summer research project, Elijah and his… Read MoreAug. 21, 2023
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Evaluating and Applying Machine-Learning Models in Predicting Gene Regulation and Expression in Neuropsychiatric Disorders (DSI-SRP)
This DSI-SRP fellowship funded Namju Kim to work in the laboratory of Dr. Eric Gamazon, Ph.D. in the Department of Medicine during the summer of 2023. Namju is a rising junior with a major in Molecular and Cellular Biology and a minor in Data Science. Neuropsychiatric diseases are partially caused… Read MoreAug. 21, 2023
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Using Data Science to Investigate Climate Resilient Strategies Along US Inland Waterways (DSI-SRP)
This DSI-SRP fellowship funded Tyler Revering to work in the laboratory of Dr. Hiba Baroud, Ph.D. and Paul Johnson in the Department of Civil and Environmental Engineering during the summer of 2023. Tyler is a rising junior with a major in Economics and minors in Data Science and Scientific Computing. Read MoreAug. 16, 2023