Different techniques and algorithms were used, including deep neural networks, Bayesian or BERT models, a CRF Classifier, RoBERTa, BioELECTRA [101], DeBERTa [49], the RedMed [71] word-embedding model as well as an SVM [21] model [72, 81, 127]
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Acknowledgements We thank the School of Biomedical Sciences and CHIRI for financial support and excellent research facilities, respectively
Collectively, these limitations underscore the need for longer-term clinical studies, human-based mechanistic investigations, and well-designed comparative analyses to more fully validate the therapeutic potential and optimize the clinical application of GLP-1RAs in liver diseases
Through compounding, pharmacists can prepare customized strengths, adjust formulations, and support alternative dosage forms when appropriate
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