most citedAutomated Gleason Grading of Prostate Biopsies using Deep Learning

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cs.CV2019★ 109 cited

Streaming convolutional neural networks for end-to-end learning with multi-megapixel images

Hans Pinckaers, Bram van Ginneken, Geert Litjens

Due to memory constraints on current hardware, most convolution neural networks (CNN) are trained on sub-megapixel images. For example, most popular datasets in computer vision con…