Research

Born digital research and scholarly materials are becoming the norm on college and university campuses and increasingly research libraries are taking on the responsibility for preserving and providing access to this content. With a long history of collecting, organizing, managing, preserving, and providing access to materials of enduring value, libraries are well-positioned to grow into new e-research roles that leverage and build upon our core strengths in cataloging (metadata), reference (research/domain expertise), preservation (digital curation), collection development (repositories), and
access/license negotiations (copyright/information policy) to build digital datasets and scholarship and render them discoverable and reusable.
Computer Vision
- Librarian-in-the-loop Deep Learning for Very Large Biomedical Image Segmentation
- Machine Learning and Citizen Scientists in Quantifying Scanning Electron Microscopy Images
- Data-centric MLOps for Image Segmentation in Cell Organelles, University Libraries Collaborative Research Grant
Natural Language Processing
Large Language Model
- Leveraging Large Language Models to Understand the Financial Behavior of Women and Minority Groups
Digital Library
Selected Publications and Presentations
Yuqi Jin, Xinyue Wang, Edward A. Fox, Zhiwu Xie, Arup Neogi, Rajiv S. Mishra, Tianhao Wang. “Numerically Trained Ultrasound AI for Monitoring Tool Degradation”, Advanced Intelligent Systems, 2022. DOI: 10.1002/aisy.202100215