19 min
U-Nets Paper In A Nutshell
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- Technology
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.pdf
Additional Reading Material:
A Survey on Deep Learning in Medical Image Analysis : https://arxiv.org/pdf/1702.05747.pdf
What is Pixel, Warping and Rand error: https://ashm8206.github.io/2018/04/08/Segmentation-Metrics.html
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images:
https://papers.nips.cc/paper/2012/file/459a4ddcb586f24efd9395aa7662bc7c-Paper.pdf
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Facebook: https://www.facebook.com/Paper-In-A-Nutshell-101609351791726
Instagram: https://www.instagram.com/paperinanutshell/
Twitter: https://twitter.com/NutshellPaper
Streaming links: https://anchor.fm/debayan-bhattacharya
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.pdf
Additional Reading Material:
A Survey on Deep Learning in Medical Image Analysis : https://arxiv.org/pdf/1702.05747.pdf
What is Pixel, Warping and Rand error: https://ashm8206.github.io/2018/04/08/Segmentation-Metrics.html
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images:
https://papers.nips.cc/paper/2012/file/459a4ddcb586f24efd9395aa7662bc7c-Paper.pdf
If you like my episodes, please follow me on Facebook, Instagram and Twitter. Follow me on Spotify and Apple Pocasts.
Facebook: https://www.facebook.com/Paper-In-A-Nutshell-101609351791726
Instagram: https://www.instagram.com/paperinanutshell/
Twitter: https://twitter.com/NutshellPaper
Streaming links: https://anchor.fm/debayan-bhattacharya
19 min