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Dr. Gillian Beamer
at Texas Biomedical Research Institute
SPIE Involvement:
Author
Publications (4)
Proceedings Article | 15 February 2021 Presentation + Paper
Identifying lung imaging biomarkers of BCG vaccination after infection with Mycobacterium tuberculosis
Proceedings Volume 11603, 116030A (2021) https://doi.org/10.1117/12.2581945
KEYWORDS: Lung imaging, Genomics, Lung, Diagnostics, Animal model studies
Proceedings Article | 16 March 2020 Presentation + Paper
Segmentation of mycobacterium tuberculosis bacilli clusters from acid-fast stained lung biopsies: a deep learning approach
Proceedings Volume 11320, 113200E (2020) https://doi.org/10.1117/12.2549016
KEYWORDS: Bacteria, Image segmentation, Lung, RGB color model, Deconvolution, Tissues, Biopsy, Diagnostics, Image processing
Proceedings Article | 6 March 2018 Paper
An application of transfer learning to neutrophil cluster detection for tuberculosis: efficient implementation with nonmetric multidimensional scaling and sampling
Proceedings Volume 10581, 1058108 (2018) https://doi.org/10.1117/12.2292249
KEYWORDS: Lung, Statistical modeling, Data modeling, Medicine, Pathogens, Cancer, Image analysis, Databases, Pathology, Health informatics
Proceedings Article | 1 March 2017 Paper
A computational framework to detect normal and tuberculosis infected lung from H and E-stained whole slide images
Proceedings Volume 10140, 101400J (2017) https://doi.org/10.1117/12.2255627
KEYWORDS: Tissues, Lung, Neural networks, Blood, Image processing, Microscopy, Computer aided diagnosis and therapy, RGB color model, Image segmentation, Cancer, Databases, Medicine, Resistance
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