In today’s paper, we discuss U Nets-the revolutionary neural network that took research in Deep Learning based Medical Imaging Analysis to a new level. We discuss what U net is , what it is used for and why it works specifically in Medical Imaging Analysis.

Paper discussed: https://arxiv.org/pdf/1505.04597.pdfAdditional Reading Material:A Survey on Deep Learning in Medical Image Analysis : https://arxiv.org/pdf/1702.05747.pdfWhat is Pixel, Warping and Rand error: https://ashm8206.github.io/2018/04/08/Segmentation-Metrics.htmlDeep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images:https://papers.nips.cc/paper/2012/file/459a4ddcb586f24efd9395aa7662bc7c-Paper.pdf

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