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A Fundamental Study Assessing the Diagnostic Performance of Deep Learning for a Brain Metastasis Detection Task

PURPOSE: Increased use of deep convolutional neural networks (DCNNs) in medical imaging diagnosis requires determinate evaluation of diagnostic performance. We performed the fundamental investigation of diagnostic performance of DCNNs using the detection task of brain metastasis. METHODS: We retrosp...

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Detalles Bibliográficos
Autores principales:	Noguchi, Tomoyuki, Uchiyama, Fumiya, Kawata, Yusuke, Machitori, Akihiro, Shida, Yoshitaka, Okafuji, Takashi, Yokoyama, Kota, Inaba, Yosuke, Tajima, Tsuyoshi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Japanese Society for Magnetic Resonance in Medicine 2019
Materias:	Major Paper
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7553808/ https://www.ncbi.nlm.nih.gov/pubmed/31353336 http://dx.doi.org/10.2463/mrms.mp.2019-0063

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