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Researcher profile

Linda G. Shapiro

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. From patch-level to ROI-level deep feature representations for breast histopathology classification

    2019

    We propose a framework for learning feature representations for variable-sized regions of interest (ROIs) in breast histopathology images from the convolutional network properties at patch-level. The proposed method involves fine-tuning a pre-trained convolutional neural network …

  2. Analysis of Regions of Interest and Distractor Regions in Breast Biopsy Images

    2021

    This paper studies why pathologists can misdiagnose diagnostically challenging breast biopsy cases, using a data set of 240 whole slide images (WSIs). Three experienced pathologists agreed on a consensus reference ground-truth diagnosis for each slide …