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Healthcare | Free Full-Text | Sequential Impact of Diabetes Mellitus on Deep Neck Infections: Comparison of the Clinical Characteristics of Patients with and without Diabetes Mellitus
All articles published by MDPI are made immediately available worldwide under an open access license. No special permission is required to reuse all or part of the article published by MDPI, including figures and tables. For articles published under an open access Creative Common CC BY license, any part of the article may be reused without permission provided that the original article is clearly cited. For more information, please refer to https://www.mdpi.com/openaccess.
A Machine Learning Approach to Assess Patients with Deep Neck Infection Progression to Descending Mediastinitis: Preliminary Results
1. Introduction Deep neck infection (DNI) is a fatal bacterial infectious disease that affects the deep cervical spaces [1,2]. It can give rise to airway compromise, making it critical to secure patients’ airways [3]. DNI can cause other complications, depending on the severity of the infection and the direction of invasion. Descending mediastinitis, one of complications of DNI, is a fatal infection of the mediastinum.
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