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Despite demonstrating high accuracy on benchmarks, they reproduce the external classification for many real-world systems with a significant level of discrepancy.
The performance of the methodology is subsequently verified through the well-known crack and interface crack problems, demonstrating high accuracy and quick convergence characteristics.
We describe a case for which we used a hand-held two-dimensional (2D) transcranial sonography (TCS) probe to follow-up a patient with hydrocephalus after subarachnoid hemorrhage demonstrating high accuracy and clinical correlation.
Wang et al. [ 20] developed a high throughput SNP genotyping assay demonstrating high accuracy and call rate in human samples using a nanofluidic platform.
This multi-gene classifier was tested on an independent cohort of patients during the first neurological event suggestive of MS demonstrating high accuracy and therefore could improve the diagnostic process in challenging cases.
The resulting area under the ROC curve values were 0.770 [95% confidence interval (CI), 0.689 0.850] for the model training dataset and 0.772 955% CI: 0.689 0.856) for the validation dataset, demonstrating high accuracy and generalization ability of the model.
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OCT has been validated in vitro and in vivo for lumen measurements, demonstrating higher accuracy and reproducibility than IVUS.
These methods, though demonstrating higher accuracy and wider scope of applications than the guilt-by-association approaches, are often restricted by two factors: 1) the availability of the phenotype similarity data and 2) the coverage of the gene similarity data.
Aerobatic tests demonstrated high accuracy entry into the maneuvers.
The predicted results demonstrated high accuracy compared to test results.
Magnetic resonance imaging (MRI) has already demonstrated high accuracy to quantify liver iron content.
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