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Multidimensional Deep Learning Reduces False-Positives in the Automated Detection of Cerebral Aneurysms on Time-Of-Flight Magnetic Resonance Angiography: A Multi-Center Study
Current deep learning-based cerebral aneurysm detection demonstrates high sensitivity, but produces numerous false-positives (FPs), which hampers clinical application of automated detection systems for time-of-flight magnetic resonance angiography. To reduce FPs while maintaining high sensitivity, w...
Autores principales: | Terasaki, Yuki, Yokota, Hajime, Tashiro, Kohei, Maejima, Takuma, Takeuchi, Takashi, Kurosawa, Ryuna, Yamauchi, Shoma, Takada, Akiyo, Mukai, Hiroki, Ohira, Kenji, Ota, Joji, Horikoshi, Takuro, Mori, Yasukuni, Uno, Takashi, Suyari, Hiroki |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8805516/ https://www.ncbi.nlm.nih.gov/pubmed/35115991 http://dx.doi.org/10.3389/fneur.2021.742126 |
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