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Whole Mammogram Classification

1 papers with code ยท Medical
Subtask of Mammogram

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Latest papers without code

Deep Multi-instance Networks with Sparse Label Assignment 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.

WHOLE MAMMOGRAM CLASSIFICATION

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

18 Dec 2016

Inspired by the success of using deep convolutional features for natural image analysis and multi-instance learning 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 costly need to annotate the training data.

WHOLE MAMMOGRAM CLASSIFICATION