Dr. Isabelle T. Smith Profile

Dr. Isabelle T. Smith

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Publications (2)

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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