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greenelab / deep-review

A collaboratively written review paper on deep learning, genomics, and precision medicine
https://greenelab.github.io/deep-review/
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A Survey on Deep Learning in Medical Image Analysis #526

Open agitter opened 7 years ago

agitter commented 7 years ago

https://arxiv.org/abs/1702.05747

Deep learning algorithms, in particular convolutional networks, have rapidly become a methodology of choice for analyzing medical images. This paper reviews the major deep learning concepts pertinent to medical image analysis and summarizes over 300 contributions to the field, most of which appeared in the last year. We survey the use of deep learning for image classification, object detection, segmentation, registration, and other tasks and provide concise overviews of studies per application area. Open challenges and directions for future research are discussed.

alxndrkalinin commented 7 years ago

this is cited in Imaging applications in healthcare (tag:Litjens2017_medimage_survey)

agitter commented 7 years ago

Should we also include it in the main introduction where we point to existing reviews on related topics?