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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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10/25/2022
Towards Interpretable Summary Evaluation via Allocation of Contextual Embeddings to Reference Text Topics
Despite extensive recent advances in summary generation models, evaluati...
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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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09/20/2021
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Future Medical Imaging
The recent advancements in artificial intelligence (AI) combined with th...
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07/20/2021