Yazar "Aktaş, Abdulsamet" için listeleme
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Advanced multi-level ensemble learning approaches for comprehensive sperm morphology assessment
Aktaş, Abdulsamet; Çap, Taha; Serbes, Görkem; İlhan, Hamza Osman; Uzun, Hakkı (MDPI (Multidisciplinary Digital Publishing Institute), 2025)Introduction: Fertility is fundamental to human well-being, significantly impacting both individual lives and societal development. In particular, sperm morphology—referring to the shape, size, and structural integrity of ... -
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 ...
