@chaarburger @jeremyphoward Check this out! We did this work in lung CT. It is not full self-supervised learning but rather semi-supervised learning. The networks were optimized to be consistent over elastic deformations of unlabelled images. #miccai19 htt
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RT @fpgDubost: Our @miccai2019 paper on self-supervision for medical image segmentation is on arXiv. Check it out! https://t.co/MRBtj1oPgp…
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Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations. Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, and Marleen de Bruijne https://t.co/pAnhAoGkHs
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RT @mauro_iker: Chest X-ray segmentation using substantially fewer labeled images in a Siamese #DeepLearning architecture #healthcare #Hea…