Mr. Hao Li Profile

Hao Li

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Publications (9)

Proceedings Article | 2 April 2024 Presentation + Paper

FNPC-SAM: uncertainty-guided false negative/positive control for SAM on noisy medical images

Xing Yao, Han Liu, Dewei Hu, Daiwei Lu, Ange Lou, Hao Li, Ruining Deng, Gabriel Arenas, Baris Oguz, Nadav Schwartz, Brett Byram, Ipek Oguz

Proceedings Volume 12926, 1292602 (2024) https://doi.org/10.1117/12.3006867

KEYWORDS: Image segmentation, Medical imaging, Kidney, Ultrasonography, Monte Carlo methods, Performance modeling, Image enhancement, Data modeling, Reliability, Uncertainty analysis

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Proceedings Article | 2 April 2024 Presentation + Paper

CATS v2: hybrid encoders for robust medical segmentation

Hao Li, Han Liu, Dewei Hu, Xing Yao, Jiacheng Wang, Ipek Oguz

Proceedings Volume 12926, 129260H (2024) https://doi.org/10.1117/12.3006820

KEYWORDS: Computed tomography, Image segmentation, Transformers, Windows, Medical imaging, 3D image processing, 3D modeling, Prostate, Magnetic resonance imaging, Data modeling

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Proceedings Article | 3 April 2023 Presentation + Paper

SSL2 Self-Supervised Learning meets semi-supervised learning: multiple clerosis segmentation in 7T-MRI from large-scale 3T-MRI

Jiacheng Wang, Hao Li, Han Liu, Dewei Hu, Daiwei Lu, Keejin Yoon, Kelsey Barter, Francesca Bagnato, Ipek Oguz

Proceedings Volume 12464, 124640Q (2023) https://doi.org/10.1117/12.2654522

KEYWORDS: Education and training, Magnetic resonance imaging, Multiple sclerosis, Data modeling, Image segmentation, Head, Performance modeling, Transformers, Solid state lighting, Histograms

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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 | 3 April 2023 Presentation + Paper

Domain generalization for robust MS lesion segmentation

Huahong Zhang, Hao Li, Kathleen Larson, Kilian Hett, Ipek Oguz

Proceedings Volume 12464, 124640Z (2023) https://doi.org/10.1117/12.2654373

KEYWORDS: Multiple sclerosis, Image segmentation, 3D image processing, Deep learning

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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 | 4 April 2022 Presentation + Paper

Acoustic neuroma segmentation using ensembled convolutional neural networks

Qibang Zhu, Hao Li, Nathan Cass, Nathan Lindquist, Kareem Tawfik, Ipek Oguz

Proceedings Volume 12036, 120360T (2022) https://doi.org/10.1117/12.2613402

KEYWORDS: 3D modeling, Magnetic resonance imaging, Data modeling, Image segmentation, Performance modeling, Tumors, Acoustics, Convolutional neural networks, 3D magnetic resonance imaging, 3D acquisition

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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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Showing 5 of 9 publications

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