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Notably, methodological developments we have emphasized include transfer learning of pretrained models from large cohorts, multimodal models fusing imaging information with clinical and/or genomics, explainability techniques for the interpretation of models-e.g., saliency maps, Grad-CAM-and federated learning methods to address privacy and generalization issues across institutions

ii) Primary culture of satellite cells with 5 ng/ml HGF, which received only the LASSS pre-treatment (at 1:8000, without peroxynitrite treatment), exhibited a cell-proliferation activity (evaluated by mRNA expression levels of MyoD and its counter-regulatory factor myogenin at 48-h and 72-h time-points) comparable to that of the positive control culture treated with 5 ng/ml control HGF without LASSS (just with the solvent

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B12 pills are also a cost-effective option, as they are relatively inexpensive compared to B12 shots