AIMC Topic: Invasive Pulmonary Aspergillosis

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Prototype early diagnostic model for invasive pulmonary aspergillosis based on deep learning and big data training.

Mycoses Oct 31, 2022
BACKGROUND: Currently, the diagnosis of invasive pulmonary aspergillosis (IPA) mainly depends on the integration of clinical, radiological and microbiological data. Artificial intelligence (AI) has shown great advantages in dealing with data-rich bio...
Humans Artificial Intelligence Retrospective Studies Sensitivity and Specificity Deep Learning Big Data Pneumonia Invasive Pulmonary Aspergillosis
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Deep Learning Models for CT Segmentation of Invasive Pulmonary Aspergillosis, Mucormycosis, Bacterial Pneumonia and Tuberculosis: A Multicentre Study.

Mycoses Jul 1, 2025
BACKGROUND: The differential diagnosis of invasive pulmonary aspergillosis (IPA), pulmonary mucormycosis (PM), bacterial pneumonia (BP) and pulmonary tuberculosis (PTB) are challenging due to overlapping clinical and imaging features. Manual CT lesio...
Humans Retrospective Studies Tomography, X-Ray Computed Female Aged Adult Male Middle Aged Lung Deep Learning Diagnosis, Differential Tuberculosis, Pulmonary Pneumonia, Bacterial Mucormycosis Invasive Pulmonary Aspergillosis
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