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Chinese Researchers Propose M³Net AI Model for Lung Nodule Diagnosis

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According to IT Home, Researchers at the Hefei Institutes of Physical Science, Chinese Academy of Sciences, with domestic and international partners, published a new lung-nodule AI classification method in Information Fusion. The M³Net model uses three CT image scales—macroscopic, mesoscopic and microscopic—to mimic how radiologists read scans. Tests on the LIDC-IDRI and USTC-FHLN datasets showed higher benign-malignant classification accuracy than twelve popular algorithms, with fewer parameters and lower compute cost.

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