Search Results for author: David Laurenson

Found 2 papers, 0 papers with code

COIN: Contrastive Identifier Network for Breast Mass Diagnosis in Mammography

no code implementations29 Dec 2020 Heyi Li, Dongdong Chen, William H. Nailon, Mike E. Davies, David Laurenson

Computer-aided breast cancer diagnosis in mammography is a challenging problem, stemming from mammographical data scarcity and data entanglement.

Contrastive Learning

Dual Convolutional Neural Networks for Breast Mass Segmentation and Diagnosis in Mammography

no code implementations7 Aug 2020 Heyi Li, Dong-Dong Chen, William H. Nailon, Mike E. Davies, David Laurenson

In this paper, we introduce a novel deep learning framework for mammogram image processing, which computes mass segmentation and simultaneously predict diagnosis results.

Segmentation

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