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- W2400559871 abstract "In order to detect hearing loss more efficiently and accurately, this study proposed a new method based on fractional Fourier transform (FRFT). Three-dimensional volumetric magnetic resonance images were obtained from 15 patients with left-sided hearing loss (LHL), 20 healthy controls (HC), and 14 patients with right-sided hearing loss (RHL). Twenty-five FRFT spectrums were reduced by principal component analysis with thresholds of 90%, 95%, and 98%, respectively. The classifier is the single-hidden-layer feed-forward neural network (SFN) trained by the Levenberg–Marquardt algorithm. The results showed that the accuracies of all three classes are higher than 95%. In all, our method is promising and may raise interest from other researchers." @default.
- W2400559871 created "2016-06-24" @default.
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- W2400559871 date "2016-05-19" @default.
- W2400559871 modified "2023-09-26" @default.
- W2400559871 title "Detection of Left-Sided and Right-Sided Hearing Loss via Fractional Fourier Transform" @default.
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- W2400559871 doi "https://doi.org/10.3390/e18050194" @default.
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