Dr. Lee E. Wheless Profile

Dr. Lee E. Wheless

at Vanderbilt Univ Medical Ctr

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Author

Publications (4)

Proceedings Article | 4 April 2022 Presentation + Paper

Dense multi-object 3D glomerular reconstruction and quantification on 2D serial section whole slide images

Ruining Deng, Haichun Yang, Zuhayr Asad, Zheyu Zhu, Shiru Wang, Lee Wheless, Agnes Fogo, Yuankai Huo

Proceedings Volume 12039, 120390F (2022) https://doi.org/10.1117/12.2611957

KEYWORDS: Reconstruction algorithms, Image segmentation, Image registration, 3D image processing, Pathology, Kidney, Automatic tracking, 3D modeling, 3D image reconstruction, Detection and tracking algorithms

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Proceedings Article | 4 April 2022 Presentation + Paper

Self-supervised learning with large-scale web image mining for characterizing glomerular lesions

Tianyuan Yao, Yuzhe Lu, Ruining Deng, Zheyu Zhu, Zuhayr Asad, Haichun Yang, Lee Wheless, Agnes Fogo, Yuankai Huo

Proceedings Volume 12039, 120390R (2022) https://doi.org/10.1117/12.2611903

KEYWORDS: Data modeling, Performance modeling, Mining, Machine learning, Image classification, Computer programming, Databases, Biomedical optics, Injuries, Tissues

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Proceedings Article | 4 April 2022 Presentation + Paper

Multi-modal learning with missing data for cancer diagnosis using histopathological and genomic data

Can Cui, Zuhayr Asad, William Dean, Isabelle Smith, Christopher Madden, Shunxing Bao, Bennett Landman, Joseph Roland, Lori Coburn, Keith Wilson, Jeffrey Zwerner, Shilin Zhao, Lee Wheless, Yuankai Huo

Proceedings Volume 12033, 120331D (2022) https://doi.org/10.1117/12.2612318

KEYWORDS: Data modeling, Feature extraction, Integrated modeling, Genomics, Data fusion, Cancer, Image fusion, Performance modeling, Tumor growth modeling, Image classification

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Proceedings Article | 4 April 2022 Poster + Paper

Integrate memory efficiency methods for self-supervised learning on pathological image analysis

Quan Liu, Bryan Millis, Zuhayr Asad, Can Cui, William Dean, Isabelle Smith, Christopher Madden, Joseph Roland, Jeffrey Zwerner, Shilin Zhao, Lee Wheless, Yuankai Huo

Proceedings Volume 12032, 120322M (2022) https://doi.org/10.1117/12.2607976

KEYWORDS: Data modeling, Performance modeling, Parallel computing, Image analysis, Instrument modeling, Process modeling, Pathology, Neural networks, Data processing, Skin cancer

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