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Here, the entire chloroplast genome sequence of M. ruthenica had been reported. The chloroplast genome is 126,939 bp in total. This chloroplast genome does not have any inverted perform (IR) regions, which is common within the household Fabaceae. The M. ruthenica chloroplast genome encodes 107 genetics, including 73 protein-coding genes, 30 tRNA genes, and 4 rRNA genes. Phylogenetic evaluation outcome strongly suggested that M. ruthenica is a distinct lineage in Medicago

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With these strategies, the model can effectively capture the discriminative features through a lightweight architecture during the learning process. Then, we further adopt an effective transfer learning technique to demonstrate the excellent generalization capability of the proposed model using two independent multicenter datasets. Specifically, we first fine-tuned the KD-Informer with a large and high-quality dataset (Mindray dataset) and then transferred the pre-trained model to the target domain (MIMIC dataset). The experimental test