Clarissa Yasuda

Hippocampus Segmentation on Epilepsy and Alzheimer's Disease Studies with Multiple Convolutional Neural Networks

Jan 14, 2020
Diedre Carmo, Bruna Silva, Clarissa Yasuda, Letícia Rittner, Roberto Lotufo

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* This is not the final version of this work. Code in an alpha state is available at https://github.com/dscarmo/e2dhipseg

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Extended 2D Volumetric Consensus Hippocampus Segmentation

Feb 12, 2019
Diedre Carmo, Bruna Silva, Clarissa Yasuda, Letícia Rittner, Roberto Lotufo

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* This paper will be updated with results of our method in other datasets (e.g, ADNI) and comparisons with other methods. We can state already that we achieve performance superior to Hippodeep on ADNI (not involved on training of both methods) while keeping state-of-the-art performance on our inhouse data. An alpha version of the code is available at https://github.com/dscarmo/e2dhipseg

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