An Automated Diagnosis Method for Lung Cancer Target Detection and Subtype Classification-Based CT Scans
Lingfei Wang,
Chenghao Zhang,
Yu Zhang
et al.
Abstract:When dealing with small targets in lung cancer detection, the YOLO V8 algorithm may encounter false positives and misses. To address this issue, this study proposes an enhanced YOLO V8 detection model. The model integrates a large separable kernel attention mechanism into the C2f module to expand the information retrieval range, strengthens the extraction of lung cancer features in the Backbone section, and achieves effective interaction between multi-scale features in the Neck section, thereby enhancing featu… Show more
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