Mr. Alex Treacher Profile

Alex Treacher

at Univ of Texas Southwestern Medical Ctr at Dallas

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Publications (2)

Proceedings Article | 10 March 2020 Presentation + Paper

Anatomically informed data augmentation for functional MRI with applications to deep learning

Kevin Nguyen, Cherise Chin Fatt, Alex Treacher, Cooper Mellema, Madhukar Trivedi, Albert Montillo

Proceedings Volume 11313, 113130T (2020) https://doi.org/10.1117/12.2548630

KEYWORDS: Functional magnetic resonance imaging, Brain, Neuroimaging, Magnetic resonance imaging, Brain mapping, Image registration, Neural networks, Machine learning

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Proceedings Article | 13 March 2019 Paper

Deep learning convolutional neural networks for the estimation of liver fibrosis severity from ultrasound texture

Alex Treacher, Daniel Beauchamp, Bilal Quadri, David Fetzer, Abhinav Vij, Takeshi Yokoo, Albert Montillo

Proceedings Volume 10950, 109503E (2019) https://doi.org/10.1117/12.2512592

KEYWORDS: Liver, Elastography, Ultrasonography, Convolutional neural networks, Velocity measurements, Performance modeling, Image acquisition, Network architectures, Tissues, Core needle biopsy

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