Author

Qi Lou

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1

Frequent Co-Authors

Wentao ZhuiD· 1 shared Xiaohui S. XieiD· 1 shared Yeeleng S. Vang· 1 shared

Activity by Year

2016-2016 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Wentao ZhuORCID

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1 paper

Recent·Most cited

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

Wentao Zhu, Qi Lou, Yeeleng S. Vang, Xiaohui S. Xie

This paper proposes deep multi-instance networks for whole mammogram classification without requiring manual annotations, showing robustness on the INbreast dataset.

bioRxiv · Dec 20, 2016 · PreprintBioinformatics