Researchers have developed Aycromo, an open-source desktop platform designed to assist in cytogenetic analysis for diagnosing genetic diseases. This platform leverages deep learning models, specifically YOLOv11, to automate chromosome detection in metaphase images, achieving a 99.40% mAP@50. Aycromo integrates pre-trained models, a benchmarking module, and an interactive annotation interface, significantly reducing analysis time from days to seconds. AI
影响 Accelerates genetic disease diagnosis by automating chromosome detection, enabling faster clinical analysis.
排序理由 This is a research paper describing an open-source platform and its performance on a specific task.
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