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Exploring pleural effusion characterisation with quantitative thoracic ultrasound imaging: a viewpoint on the investigational role of pixel-based echogenicity analysis in transudate and exudate differentiation

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Pleural effusion represents a frequent and diagnostically challenging condition across multiple clinical settings. Conventional characterisation relies on invasive thoracentesis and biochemical analysis, with Light's criteria offering high sensitivity but lim... ...