Dr. Ivan Pedrosa Profile

Dr. Ivan Pedrosa

at Univ of Texas Southwestern Medical Ctr at Dallas

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Publications (2)

Proceedings Article | 4 April 2022 Poster + Paper

Automated kidney segmentation by mask R-CNN in T2-weighted magnetic resonance imaging

Manu Goyal, Junyu Guo, Lauren Hinojosa, Keith Hulsey, Ivan Pedrosa

Proceedings Volume 12033, 1203331 (2022) https://doi.org/10.1117/12.2612449

KEYWORDS: Magnetic resonance imaging, Kidney, Image segmentation, Evolutionary algorithms, Binary data, Algorithm development, Artificial intelligence, X-ray computed tomography, Radiology, Positron emission tomography

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Proceedings Article | 4 April 2022 Presentation + Paper

Deep learning-based deformable registration of dynamic contrast enhanced MR images of the kidney

James Huang, Junyu Guo, Ivan Pedrosa, Baowei Fei

Proceedings Volume 12034, 1203410 (2022) https://doi.org/10.1117/12.2611768

KEYWORDS: Image registration, Kidney, Magnetic resonance imaging, Image segmentation, 3D acquisition, Toxic industrial chemicals, Quantitative analysis, Network architectures, Data modeling, Computer programming

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