Deep convolutional neural networks for automated segmentation of brain metastases trained on clinical data | Radiation Oncology | Full Text

Deep convolutional neural networks for automated segmentation of brain metastases trained on clinical data | Radiation Oncology | Full Text

Deep convolutional neural networks for automated segmentation of brain metastases trained on clinical data

Deep learning-based algorithms have demonstrated enormous performance in segmentation of medical images. We collected a dataset of multiparametric MRI and contour data acquired for use in radiosurgery, to eval...

Authors:Khaled Bousabarah, Maximilian Ruge, Julia-Sarita Brand, Mauritius Hoevels, Daniel Rueß, Jan Borggrefe, Nils Große Hokamp, Veerle Visser-Vandewalle, David Maintz, Harald Treuer and Martin Kocher

Citation:Radiation Oncology 2020 15:87

Content type:Research

Published on: 20 April 2020

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