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Full-Text Articles in Medical Genetics
Detecting Overlapping Gene Regions Using The U-Net Attention Mechanism, Samuel Lemma
Detecting Overlapping Gene Regions Using The U-Net Attention Mechanism, Samuel Lemma
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The current issue of locating, diagnosing, and treating cancer and other diseases linked to specific target genes necessitates the creation of a reliable system for precisely identifying target genes that are initially extracted from a human chromosome. Current methodologies often suffer from overlapping gene regions in the target gene that occurs during the analysis process, which can have a substantial impact on the accuracy of the results. Our recommended approach, which was the appropriate model to apply for this particular problem, is set to enhance the analytical process by utilizing neural networks' U-Net with an attention mechanism. We were able …