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DB-DCAFN: dual-branch deformable cross-attention fusion network for bacterial segmentation

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Sputum smear tests are critical for the diagnosis of respiratory diseases. Automatic segmentation of bacteria from sputum smear images is important for improving diagnostic efficiency. However, this remains a challenging task owing to the high interclass simil... ...