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significant implications » significant associations (Expand Search)
implications layer » implications differ (Expand Search)
largest decrease » largest decreases (Expand Search), larger decrease (Expand Search)
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significant implications » significant associations (Expand Search)
implications layer » implications differ (Expand Search)
largest decrease » largest decreases (Expand Search), larger decrease (Expand Search)
marked decrease » marked increase (Expand Search)
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Average accuracy by feature extraction layer.
Published 2025“…The proposed framework achieves state-of-the-art performance while providing clinically interpretable results through Grad-CAM attention visualization. Clinical implications include: (1) standardized, objective fertility assessment reducing diagnostic variability, (2) significant time savings for embryologists (from 30–45 minutes to <1 minute per sample), (3) improved reproducibility across laboratories, and (4) potential for real-time analysis during assisted reproductive procedures, ultimately enhancing patient care and treatment outcomes in reproductive medicine.…”
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Performance analysis by feature extraction layer.
Published 2025“…The proposed framework achieves state-of-the-art performance while providing clinically interpretable results through Grad-CAM attention visualization. Clinical implications include: (1) standardized, objective fertility assessment reducing diagnostic variability, (2) significant time savings for embryologists (from 30–45 minutes to <1 minute per sample), (3) improved reproducibility across laboratories, and (4) potential for real-time analysis during assisted reproductive procedures, ultimately enhancing patient care and treatment outcomes in reproductive medicine.…”
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Altered expression of genes related to Ca<sup>2+</sup> cycling or myocardial contraction.
Published 2025Subjects: -
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