Dr. Hernan Correa Profile

Dr. Hernan Correa

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

Juming Xiong, Yilin Liu, Ruining Deng, Regina Tyree, Hernan Correa, Girish Hiremath, Yaohong Wang, Yuankai Huo

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

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Proceedings Article | 3 April 2024 Presentation + Paper

Eosinophils instance object segmentation on whole slide imaging using multi-label circle representation

Yilin Liu, Ruining Deng, Juming Xiong, Regina Tyree, Hernan Correa, Girish Hiremath, Yaohong Wang, Yuankai Huo

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

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Proceedings Article | 6 March 2023 Presentation

In vivo Raman spectroscopy for sensing esophageal biomolecular changes in children with eosinophilic esophagitis

Ezekiel Haugen, Andrea Locke, Hernan Correa, Regina Tyree, Girish Hiremath, Justin Baba, Anita Mahadevan-Jansen

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

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Proceedings Article | 4 April 2022 Poster + Paper

Eosinophilic esophagitis multi-label feature recognition on whole slide imaging using transfer learning

Yuxuan Shi, Quan Liu, Jiachen Xu, Zuhayr Asad, Can Cui, Hernán Correa, Yash Choksi, Girish Hiremath, Yuankai Huo

Proceedings Volume 12039, 1203919 (2022) https://doi.org/10.1117/12.2611521

KEYWORDS: Tissues, Distributed interactive simulations, Data modeling, Biopsy, Image segmentation, Performance modeling, Binary data, Visualization, Image processing, Image classification

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