Mr. Teja R. Pathour Profile

Teja R. Pathour

at Univ of Texas at Dallas

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Publications (3)

Proceedings Article | 1 April 2024 Poster + Paper

Feature extraction of ultrasound radiofrequency data for the classification of the peripheral zone of human prostate

Teja Pathour, Ling Ma, Douglas Strand, Jeffrey Gahan, Brett Johnson, Shashank Sirsi, Baowei Fei

Proceedings Volume 12932, 129321F (2024) https://doi.org/10.1117/12.3008643

KEYWORDS: Prostate, Ultrasonography, Radiomics, Feature extraction, Tissues, Tunable filters, Image segmentation, Prostate cancer, Image filtering, Acoustics

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Proceedings Article | 10 April 2023 Presentation + Paper

Hemoglobin microbubbles and the prediction of different oxygen levels using RF data and deep learning

Teja Pathour, Sugandha Chaudhary, Shashank Sirsi, Baowei Fei

Proceedings Volume 12470, 124700G (2023) https://doi.org/10.1117/12.2655121

KEYWORDS: Oxygen, Oxygenation, Ultrasonography, Education and training, Acoustics, Deep learning, Data modeling, Data acquisition, Biomedical applications, In vivo imaging, Convolutional neural networks, Blood oxygen saturation

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Proceedings Article | 4 April 2022 Presentation + Paper

Identifying unique acoustic signatures from chemically-crosslinked microbubble clusters using deep learning

Teja Pathour, Nasrin Akter, James Dormer, Sugandha Chaudhary, Baowei Fei, Shashank Sirsi

Proceedings Volume 12038, 120380K (2022) https://doi.org/10.1117/12.2611572

KEYWORDS: Acoustics, Ultrasonography, Transducers, Data modeling, Signal to noise ratio, Data conversion, Chemical elements, Microscopes, Network architectures, Data processing

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