A5102927064- Protein Hydrolysis and Bioactive Peptides
- Biochemical and Structural Characterization
- Nutrition and Health in Aging
- GDF15 and Related Biomarkers
- Frailty in Older Adults
- Spinal Fractures and Fixation Techniques
- Medical Imaging and Analysis
- Scoliosis diagnosis and treatment
- Antimicrobial Peptides and Activities
Southern Medical University
2024
Owing to their limited accuracy and narrow applicability, current antimicrobial peptide (AMP) prediction models face obstacles in industrial application. To address these limitations, we developed improved an AMP model using Comparing Optimizing Multiple DEep Learning (COMDEL) algorithms, coupled with high-throughput screening method, finally reaching of 94.8% test 88% experiment verification, surpassing other state-of-the-art models. In conjunction COMDEL, employed the phage-assisted...
Abstract To screen characteristic genes related to sarcopenia by bioinformatics and machine learning, verify the accuracy of in diagnosis sarcopenia. Download myopia-related data sets from geo public database, find differential through R language limma package after merging, STRING database build protein interaction network, do Go analysis GSEA understand functions molecular signal pathways that may be affected genes. Further LASSO SVM-RFE algorithms, make ROC curve genes, obtain AUC value....