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Skip search results from other journals and go to results- 1 Interactive Journal of Medical Research
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Because respiratory failure is a common cause of clinical deterioration, the use of computer vision models with chest radiographs is a promising direction for improving EWS performance [9]. Although traditional computer vision models have historically been used to analyze chest radiographs, prior work on chest radiographs is limited to identifying specific diagnoses [10-12].
JMIR AI 2025;4:e67144
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Chest pain is among the most common emergency department (ED) presentations in New South Wales [10], and acute coronary syndrome is an important differential diagnosis, with high morbidity and mortality. Several evidence-based guidelines for the assessment of chest pain have been introduced to facilitate timely diagnosis and treatment while standardizing practice across various health care facilities [11].
JMIR Cardio 2024;9:e55958
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The basic chest x-ray serves as the cornerstone for the initial diagnosis of many acute conditions, mainly for patients presenting with acute shortness of breath. Nevertheless, its interpretation is subject to a high level of interobserver variability [14]. The application of chest x-rays in patients with suspected community-acquired pneumonia is commonly practiced, although various guidelines and reviews offer differing approaches toward this practice and interpretive value [15].
JMIR Form Res 2024;8:e55916
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To generate and evaluate impressions of chest x-rays based on different input modalities (image, text, text and image), a blinded radiological report was written for 25 cases from a publicly available National Institutes of Health data set [10]. The GPT-4 model was given an image, the results, or both sequentially to generate an input-dependent impression.
J Med Internet Res 2023;25:e50865
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Twelve-lead electrocardiography (ECG) is an essential diagnostic tool in the emergency department (ED) for patients with chest pain [1]. The most important step to be taken for a patient who complains of chest pain is to identify the location of the pain. ECG should be performed to determine if the pain is caused by a cardiovascular disease [2].
Interact J Med Res 2022;11(2):e36335
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