Browsing Terveystieteiden tiedekunta by Subject "rat brain"

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    • Automatic Rodent Brain MRI Lesion Segmentation with Fully Convolutional Networks 

      Valverde, JM; Shatillo, A; De Feo, R; Gröhn, O; Sierra, A; Tohka, J (Springer International Publishing, 2019)
      Manual segmentation of rodent brain lesions from magnetic resonance images (MRIs) is an arduous, time-consuming and subjective task that is highly important in pre-clinical research. Several automatic methods have been ...
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    • RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation 

      Valverde, Juan Miguel; Shatillo, Artem; De Feo, Riccardo; Gröhn, Olli; Sierra, Alejandra; Tohka, Jussi (Frontiers Media SA, 2020)
      We present a fully convolutional neural network (ConvNet), named RatLesNetv2, for segmenting lesions in rodent magnetic resonance (MR) brain images. RatLesNetv2 architecture resembles an autoencoder and it incorporates ...
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