Breast cancer histopathological image classification using a hybrid deep neural network

•The largest publicly dataset of breast cancer pathological images is released.•Dataset diversity alleviates relatively low accuracy of benign images classification.•Richer multilevel features make the image-wise feature fusion more sufficient.•The short-term and long-term correlations between patch...

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