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Regina N. Tyree
at Vanderbilt Univ Medical Ctr
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Author
Publications (4)
Proceedings Article | 3 April 2024 Presentation + Paper
Deep learning-based open source toolkit for eosinophil detection in pediatric eosinophilic esophagitis
Proceedings Volume 12933, 129330X (2024) https://doi.org/10.1117/12.3006520
KEYWORDS: Object detection, Deep learning, Reliability, Machine learning, Inflammation, Diseases and disorders, Diagnostics
Proceedings Article | 3 April 2024 Presentation + Paper
Eosinophils instance object segmentation on whole slide imaging using multi-label circle representation
Proceedings Volume 12933, 129330I (2024) https://doi.org/10.1117/12.3005995
KEYWORDS: Red blood cells, Image segmentation, Education and training, Data modeling, Object detection, Diagnostics, Performance modeling, Biopsy, Deep learning, Head
Proceedings Article | 6 March 2023 Presentation
In vivo Raman spectroscopy for sensing esophageal biomolecular changes in children with eosinophilic esophagitis
Proceedings Volume PC12373, PC123730F (2023) https://doi.org/10.1117/12.2650697
KEYWORDS: Raman spectroscopy, In vivo imaging, Biosensing, Remote sensing, Tissues, Scattering, Raman scattering, Proteins, Point-of-care devices, Molecular spectroscopy
Proceedings Article | 5 March 2021 Presentation
Saliva characterization of eosinophilic esophagitis via surface enhanced Raman spectroscopy
Proceedings Volume 11651, 116510B (2021) https://doi.org/10.1117/12.2579054
KEYWORDS: Surface enhanced Raman spectroscopy, Diagnostics, Control systems, Biopsy, Visualization, Proteins, Principal component analysis, Esophagus
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