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Hi-labspermmorpho: a novel expert-labeled dataset with extensive abnormality classes for deep learning-based sperm morphology analysis
Aktaş, Abdulsamet; Serbes, Görkem; Hüner Yiğit, Merve; Aydın, Nizamettin; Uzun, Hakkı; İlhan, Hamza Osman (IEEE, 2024)Sperm morphology is crucial in semen analysis for diagnosing male infertility. To reduce limitations in visual assessment, such as variability in biological conditions and the biologist's experience, developing computer-based ... -
Hi-labspermtracking: a novel and high-quality sperm tracking dataset with an advanced ensemble detection and tracking approach for real-world clinical scenarios
Aktaş, Abdulsamet; Serbes, Görkem; Uzun, Hakkı; Yiğit, Merve Hüner; Aydın, Nizamettin; İlhan, Hamza Osman (John Wiley and Sons Inc, 2025)Sperm motility, a critical factor in diagnosing male infertility, requires computer-based solutions due to the limitations of manual evaluation methods. This study introduces the Hi-LabSpermTracking dataset, comprising 66 ...