2141875 – Engineering High-Density Molecular Arrays: Tools, Techniques, and AI-Driven Solutions for Biomedical Diagnostics

Outline: Introduction to Peptide Arrays The evolution of peptide arrays Advantages over traditional screening methods Fabrication of High-Density Peptide Arrays Combinatorial synthesis techniques Laser-based peptide transfer and micropatterning Applications in Biomedical Research Antibody profiling and serological analysis Peptide arrays for epitope mapping and disease diagnostics AI-Enhanced Data Analysis Machine learning for pattern recognition in peptide interactions Computational methods for high-throughput screening Future Perspectives Next-generation peptide arrays with adaptive AI integration Beyond peptides: functionalized bioarrays for diagnostics and drug discovery