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08/08/2023
Synthetic Augmentation with Large-scale Unconditional Pre-training
Deep learning based medical image recognition systems often require a su...
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06/05/2022
Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning
Rapid identification of newly emerging or circulating viruses is an impo...
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11/10/2021
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification
Histopathological analysis is the present gold standard for precancerous...
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11/10/2021
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis
Generative models have been applied in the medical imaging domain for va...
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08/26/2020
Synthetic Sample Selection via Reinforcement Learning
Synthesizing realistic medical images provides a feasible solution to th...
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12/09/2019
Selective Synthetic Augmentation with Quality Assurance
Supervised training of an automated medical image analysis system often ...
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07/24/2019