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04/20/2023
Domain Generalization for Mammographic Image Analysis via Contrastive Learning
Mammographic image analysis is a fundamental problem in the computer-aid...
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07/19/2022
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection
Lung nodule detection in chest X-ray (CXR) images is common to early scr...
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12/23/2021
Learning Hierarchical Attention for Weakly-supervised Chest X-Ray Abnormality Localization and Diagnosis
We consider the problem of abnormality localization for clinical applica...
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11/21/2021
Domain Generalization for Mammography Detection via Multi-style and Multi-view Contrastive Learning
Lesion detection is a fundamental problem in the computer-aided diagnosi...
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05/25/2020
mr2NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography
Computer-aided diagnosis with deep learning techniques has been shown to...
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08/02/2017