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We demonstrate that DCA denoising improves a diverse set of typical scRNA-seq data analyses using simulated and real datasets.
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Principal component analysis is used as a denoising technique by including only low-order components to approximate the EPRI projection data.
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SCALE substantially outperforms the other tools in all aspects of scATAC-seq data analysis, including visualization, clustering, and denoising and imputation.
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We found that the curvelet-denoising filter followed by FIRE, a process we call CT-FIRE, outperforms the other algorithms under investigation.
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The resulting framework also incorporates a novel outlier detection mechanism based on a denoising autoencoder that is shown to improve performance.
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While stand-alone noise -removal tools, like Noise Ninja, offer more fine-grained controls, Lightroom 3's built-in tools are good enough that we've largely cast Noise Ninja aside.
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The transformed features are then denoised and combined into a score for accurate disease classification.
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This study aimed to prospectively validate VI-RADS using a next-generation MRI scanner and to investigate the usefulness of denoising deep learning reconstruction (dDLR).
Usage of noise reduction in English
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The integrated single microphone also guarantees noisereduction and offers clear transmission.
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Or if it's a dark scene, it might do some noisereduction.
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The biggest change for processing images is the addition of luminance noisereduction.
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Unlike many small sets, though, the Samsung's noisereduction performs beautifully.
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The sound quality is good; the noisereduction equally so.
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The noisereduction is less impressive, so far at least.
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This is improve noisereduction during calls and voice recording.
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The wind noisereduction setting appears to do very little.
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The new "Echo Buds" come with noisereduction technology from Bose, Limp said.
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There's a SuperPhoto mode that cleans up your still images with HDR and noisereduction.
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Either his cell phone had great noisereduction capabilities, or he was somewhere very quiet.
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This brings natural benefits in terms of noisereduction as well as energy and other savings.
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The overall image and diagnostic quality of lesions were maintained on the combined noisereduction approach.
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Temporal noisereduction should help in low-light scenarios.
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It provides solutions for noisereduction and heat management for light vehicle and heavy truck manufacturers.