Category-Aware Two-Stage Divide-and-Ensemble Framework for Sperm Morphology Classification

Abstract excerpt

Introduction: Sperm morphology is a fundamental parameter in the evaluation of male infertility, offering critical insights into reproductive health. However, traditional manual assessments under microscopy are limited by operator dependency and subjective interpretation caused by biological variation. To overcome these limitations, there is a need for accurate and fully automated classification systems....

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