Dr. Jeffrey D. Long Profile

Dr. Jeffrey D. Long

at The Univ. of Iowa

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Author

Publications (4)

Proceedings Article | 3 April 2023 Presentation + Paper

Novel application of the attention mechanism on medical image harmonization

Xing Yao, Ange Lou, Hao Li, Dewei Hu, Daiwei Lu, Han Liu, Jiacheng Wang, Zachary Stoebner, Hans Johnson, Jeff Long, Jane Paulsen, Ipek Oguz

Proceedings Volume 12464, 124640Y (2023) https://doi.org/10.1117/12.2654392

KEYWORDS: Image segmentation, Medical imaging, Education and training, Content addressable memory, Control systems, Magnetic resonance imaging, Machine learning, Data modeling, White matter, Biomedical applications

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Proceedings Article | 4 April 2022 Presentation + Paper

Human brain extraction with deep learning

Hao Li, Qibang Zhu, Dewei Hu, Manasvi Gunnala, Hans Johnson, Omar Sherbini, Francesco Gavazzi, Russell D’Aiello, Adeline Vanderver, Jeffrey Long, Jane Paulsen, Ipek Oguz

Proceedings Volume 12032, 120321D (2022) https://doi.org/10.1117/12.2613277

KEYWORDS: Brain, Silver, 3D modeling, Magnetic resonance imaging, Image segmentation, Control systems, Neuroimaging, Tissues, Skull, Data modeling

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Proceedings Article | 15 February 2021 Presentation + Paper

MRI subcortical segmentation in neurodegeneration with cascaded 3D CNNs

Hao Li, Huahong Zhang, Hans Johnson, Jeffrey Long, Jane Paulsen, Ipek Oguz

Proceedings Volume 11596, 115960W (2021) https://doi.org/10.1117/12.2582005

KEYWORDS: Image segmentation, Magnetic resonance imaging, Neurodegeneration, Control systems, Thalamus, Neuroimaging, Medical imaging, Magnetism, Databases, Convolutional neural networks

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Proceedings Article | 15 February 2021 Presentation + Paper

Longitudinal subcortical segmentation with deep learning

Hao Li, Huahong Zhang, Hans Johnson, Jeffrey Long, Jane Paulsen, Ipek Oguz

Proceedings Volume 11596, 115960D (2021) https://doi.org/10.1117/12.2582340

KEYWORDS: Image segmentation, Magnetic resonance imaging, Statistical analysis, 3D modeling, 3D magnetic resonance imaging

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