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08/18/2023
Revisiting Skin Tone Fairness in Dermatological Lesion Classification
Addressing fairness in lesion classification from dermatological images ...
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09/28/2022
medigan: A Python Library of Pretrained Generative Models for Enriched Data Access in Medical Imaging
Synthetic data generated by generative models can enhance the performanc...
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09/20/2022
High-resolution synthesis of high-density breast mammograms: Application to improved fairness in deep learning based mass detection
Computer-aided detection systems based on deep learning have shown good ...
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03/08/2022
Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification
Early detection of breast cancer in mammography screening via deep-learn...
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01/27/2022
Domain generalization in deep learning-based mass detection in mammography: A large-scale multi-center study
Computer-aided detection systems based on deep learning have shown great...
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07/20/2021
A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions
Despite technological and medical advances, the detection, interpretatio...
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06/11/2020
Deep learning reconstruction of digital breast tomosynthesis images for accurate breast density and patient-specific radiation dose estimation
The two-dimensional nature of mammography makes estimation of the overal...
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11/28/2019
Quality analysis of DCGAN-generated mammography lesions
Medical image synthesis has gained a great focus recently, especially af...
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09/04/2019