Dr. Iris Lorente Profile

Dr. Iris Lorente

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Publications (3)

Proceedings Article | 15 February 2021 Presentation + Paper

Understanding CNN based anthropomorphic model observer using classification images

Iris Lorente, Craig Abbey, Jovan Brankov

Proceedings Volume 11599, 115990C (2021) https://doi.org/10.1117/12.2581121

KEYWORDS: Image classification, Molybdenum, Diagnostics, Reconstruction algorithms, Medical imaging, Image filtering, Convolutional neural networks, Computer simulations

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Proceedings Article | 15 February 2021 Presentation + Paper

CNN based anthropomorphic model observer for defect localization

Iris Lorente, Craig Abbey, Jovan Brankov

Proceedings Volume 11599, 115990B (2021) https://doi.org/10.1117/12.2581119

KEYWORDS: Molybdenum, Reconstruction algorithms, Algorithm development, Optimization (mathematics), Medical imaging, Machine learning, Diagnostics, Defect detection, Convolutional neural networks

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Proceedings Article | 16 March 2020 Presentation + Paper

Deep learning based model observer by U-Net

Iris Lorente, Craig Abbey, Jovan Brankov

Proceedings Volume 11316, 113160F (2020) https://doi.org/10.1117/12.2549687

KEYWORDS: Medical imaging, Diagnostics, Image quality, Performance modeling, Defect detection, Computer simulations, Convolution, Binary data

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