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Intelligent Labeling Based on Fisher Information for Medical Image Segmentation Using Deep Learning

Deep Convolutional Neural Networks (CNN) have recently achieved superior performance at the task of medical image segmentation compared to classic models. However, training a generalizable CNN requires a large amount of training data, which is difficult, expensive and time consuming to obtain in med...

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Bibliografiske detaljer
Udgivet i:IEEE Trans Med Imaging
Main Authors: Sourati, Jamshid, Gholipour, Ali, Dy, Jennifer G., Tomas-Fernandez, Xavier, Kurugol, Sila, Warfield, Simon K.
Format: Artigo
Sprog:Inglês
Udgivet: 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7179938/
https://ncbi.nlm.nih.gov/pubmed/30932833
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2019.2907805
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