Mr. Kerrick Johnstonbaugh Profile

Kerrick Johnstonbaugh

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Publications (3)

Proceedings Article | 5 March 2021 Presentation + Paper

In vivo demonstration of reflection artifact reduction in LED-based photoacoustic imaging using deep learning

Sumit Agrawal, Kerrick Johnstonbaugh, Thaarakh Suresh, Ankit Garikipati, Mithun Kuniyil Ajith Singh, Sri Phani Krishna Karri, Sri-Rajasekhar Kothapalli

Proceedings Volume 11642, 116421K (2021) https://doi.org/10.1117/12.2579082

KEYWORDS: Radium, In vivo imaging, Photoacoustic imaging, Photoacoustic spectroscopy, Tissues, Tissue optics, Acoustics, Wave propagation, Statistical modeling, Signal detection

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Proceedings Article | 17 February 2020 Paper

Unsupervised deep learning approach for photoacoustic spectral unmixing

Deepit Abhishek Durairaj, Sumit Agrawal, Kerrick Johnstonbaugh, Haoyang Chen, Sri Phani Krishna Karri, Sri-Rajasekhar Kothapalli

Proceedings Volume 11240, 112403H (2020) https://doi.org/10.1117/12.2546964

KEYWORDS: Photoacoustic spectroscopy, Absorption, Molecules, Tissue optics, Photoacoustic imaging, Multispectral imaging, Network architectures, Tissues

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Proceedings Article | 27 February 2019 Presentation + Paper

Novel deep learning architecture for optical fluence dependent photoacoustic target localization

Kerrick Johnstonbaugh, Sumit Agrawal, Deepit Abhishek, Matthew Homewood, Sri Phani Krisna Karri, Sri-Rajasekhar Kothapalli

Proceedings Volume 10878, 108781L (2019) https://doi.org/10.1117/12.2511015

KEYWORDS: Convolution, Chromophores, Signal attenuation, Transducers, Photoacoustic imaging, Machine learning, Convolutional neural networks

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