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Semantic Explanation for Malaria Diagnosis: Comparing Human and Machine Generated Annotations for <i>Plasmodium</i> Species and Life-Stage Features.

IEEE Open J Eng Med Biol · 2026 · PMC13278739 · PMID 42328498

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Statistical analysis using ANOVA with Tukey's HSD test confirmed that the difference between the expert and SegNetontology models did not reach statistical significance (p0.09) in this sample, suggesting the SegNetontology model offers a viable, lower-resource alternative without evidence of a statistically significant performance degradation in this sample, whereas both significantly outperformed the SegNet-only model (p < 0.01).

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