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Noise in clinical data: insights from assessment of aortic stenosis by echocardiography

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Noise (synonyms: variability, imprecision) in clinical data is underappreciated. All measurements are affected by noise and bias. Research studies enrol many patients to average out noise and use randomisation and double-blinding to counter bias. These mitigat... ...