Convolutional neural network-based segmentation can help in assessing the substantia nigra in neuromelanin MRI.

Purpose: This study aimed to evaluate the accuracy and diagnostic test performance of the U-net-based segmentation method in neuromelanin magnetic resonance imaging (NM-MRI) compared to the established manual segmentation method for Parkinson's disease (PD) diagnosis. Methods: NM-MRI datasets from t...

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Publicado en:	Neuroradiology Vol. 61; no. 12; pp. 1387 - 1396
Autores principales:	Le Berre, Alice, Kamagata, Koji, Otsuka, Yujiro, Andica, Christina, Hatano, Taku, Saccenti, Laetitia, Ogawa, Takashi, Takeshige-Amano, Haruka, Wada, Akihiko, Suzuki, Michimasa, Hagiwara, Akifumi, Irie, Ryusuke, Hori, Masaaki, Oyama, Genko, Shimo, Yashushi, Umemura, Atsushi, Hattori, Nobutaka, Aoki, Shigeki
Formato:	diagnostic images research tables/charts Journal Article
Publicado:	Springer Nature Dec2019
Acceso en línea:	Ver este registro en EBSCOhost