Whole Mammogram Classification

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A Unified Mammogram Analysis Method via Hybrid Deep Supervision

angrypudding/hybrid-ds 31 Aug 2018

In this work, we present a unified mammogram analysis framework for both whole-mammogram classification and segmentation.

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31 Aug 2018

Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification

wentaozhu/deep-mil-for-whole-mammogram-classification 23 May 2017

Inspired by the success of using deep convolutional features for natural image analysis and multi-instance learning (MIL) for labeling a set of instances/patches, we propose end-to-end trained deep multi-instance networks for mass classification based on whole mammogram without the aforementioned ROIs.

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23 May 2017