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    Chapter and Conference Paper

    Calibrating Histopathology Image Classifiers Using Label Smoothing

    The classification of histopathology images fundamentally differs from traditional image classification tasks because histopathology images naturally exhibit a range of diagnostic features, resulting in a dive...

    Jerry Wei, Lorenzo Torresani, Jason Wei in Artificial Intelligence in Medicine (2022)

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    Chapter and Conference Paper

    Difficulty Translation in Histopathology Images

    The unique nature of histopathology images opens the door to domain-specific formulations of image translation models. We propose a difficulty translation model that modifies colorectal histopathology images t...

    Jerry Wei, Arief Suriawinata, **aoying Liu, Bing Ren in Artificial Intelligence in Medicine (2020)