Peer-reviewed papers, preprints, and conference publications.
arXiv preprint arXiv:2406.18718 (2024)
Abstract A multi-modal machine learning system uses multiple unique data sources and types to improve its performance. This article proposes a system that combines results from several types of models,…
Abstract Machine learning classification problems are widespread in bioinformatics, but the technical knowledge required to perform model training, optimization, and inference can prevent researchers from utilizing this technology. This article…
Shaker N, Smith L, Ismail B, Bumgardner C, Hickey C, Qasem S
Abstract BACKGROUND: The focused assessment with sonography in trauma (FAST) is a widely used imaging modality to identify the location of life-threatening hemorrhage in a hemodynamically unstable trauma patient. This…
Clinical Chemistry (2023)
AMIA Summits on Translational Science Proceedings (2023)
Abstract Digital pathology applications present several challenges, including the processing, storage, and distribution of gigapixel images across distributed computational resources and viewing stations. Individual slides must be available for interactive…
arXiv e-prints (2023)
https://arxiv.org/pdf/2305.04411.pdf (2023)