Mr. Fenglei Fan Profile

Fenglei Fan

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Publications (3)

Proceedings Article | 16 March 2020 Presentation + Paper

Deep learning-based model observers that replicate human observers for PET imaging

Fenglei Fan, Sangtae Ahn, Bruno De Man, Kristen Wangerin, Scott Wollenweber, Craig Abbey, Paul Kinahan

Proceedings Volume 11316, 113160E (2020) https://doi.org/10.1117/12.2547505

KEYWORDS: Positron emission tomography, Neural networks, Convolutional neural networks, Reconstruction algorithms, Expectation maximization algorithms, Scanners, Data modeling, Image quality, Performance modeling, Image restoration

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Proceedings Article | 11 September 2019 Presentation + Paper

Quadratic neural networks for CT metal artifact reduction

Fenglei Fan, Hongming Shan, Lars Gjesteby, Ge Wang

Proceedings Volume 11113, 111130W (2019) https://doi.org/10.1117/12.2530363

KEYWORDS: Metals, Neurons, Neural networks, Computed tomography, Machine learning, Medical imaging, Network architectures

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Proceedings Article | 28 May 2019 Paper

Quadratic autoencoder for low-dose CT denoising

Fenglei Fan, Hongming Shan, Ge Wang

Proceedings Volume 11072, 110722Z (2019) https://doi.org/10.1117/12.2534908

KEYWORDS: Neurons, Denoising, Computed tomography, Surgery, Convolution, Machine learning, Feature extraction, Prototyping, Neodymium, Computer programming

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