Scandinavian journal of trauma, resuscitation and emergency medicine
Apr 17, 2026
BACKGROUND/OBJECTIVE: Spontaneous pneumothorax (SP) commonly presents to the emergency department (ED), and clinicians must rapidly decide between conservative care and tube thoracostomy. Most artificial intelligence tools focus on pneumothorax detec... read more
Scandinavian journal of trauma, resuscitation and emergency medicine
Apr 17, 2026
BACKGROUND: Lung ultrasound is essential for rapid, radiation-free bedside pneumothorax diagnosis but limited by variability in human interpretation. Key gaps include insufficiently large and diverse human datasets, inconsistent image acquisition, la... read more
OBJECTIVE: This study evaluates the performance of an artificial intelligence predictive clinical decision support system (CheLSEA) in generating chest tube management recommendations. METHODS: From October 2020 to May 2021, 50 adult elective pulmona... read more
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