Influence of augmentation on the performance of the double ResNet-based model for chest X-ray classification.
Polish journal of radiology(2023)
摘要
Our experiment proved that augmentations and masking could be important steps of data pre-processing and could contribute to improvement of the evaluation metrics. Because medical professionals often tend to lack confidence in AI-based tools, we have designed the proposed model so that its results would be explainable and could play a supporting role for radiology specialists in their work.
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关键词
image processing, data augmentation, machine learning, COVID-19
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