Research Articles
Beyond Traditional Models: How ANN Outperforms Polynomial Regression in Nanoparticle Synthesis Optimization
This article provides a comprehensive comparative analysis of Artificial Neural Networks (ANN) and Polynomial Regression for optimizing nanoparticle synthesis in biomedical applications.
Predicting Silver Nanoparticle Size with ANN: A Guide for Biomedical Researchers
This article provides a comprehensive guide for biomedical researchers on using Artificial Neural Networks (ANNs) to predict the size of silver nanoparticles (Ag NPs).
AI-Driven Lipid Design: Machine Learning Approaches for Optimizing LNP Delivery Systems
This article provides a comprehensive analysis of machine learning (ML) applications in the design and optimization of Lipid Nanoparticles (LNPs).
Beyond Imaging: How AI Quantifies Nanocarrier Biodistribution for Smarter Drug Delivery
This article explores the transformative role of artificial intelligence in precisely quantifying the biodistribution of nanocarriers—a critical bottleneck in nanomedicine development.
From Pixels to Predictions: How AI and Deep Learning Are Revolutionizing Nanocarrier Quantification in Drug Delivery
This article provides a comprehensive guide for researchers on implementing AI-driven deep learning pipelines for nanocarrier quantification.
3D Nanoscale Shape Analysis: Advanced AFM Techniques for Nanoparticle Characterization in Drug Development
This article provides a comprehensive guide to Atomic Force Microscopy (AFM) for the three-dimensional shape characterization of nanoparticles, critical for drug delivery and nanomedicine.
Targeting Adipocytes with Precision: A Deep Dive into AAV2-retro-SCP-Nano Vector Design and Data Analysis
This article provides a comprehensive technical review of the novel adeno-associated virus (AAV) variant, AAV2-retro, engineered for targeted adipocyte transduction via the SCP-Nano capsid modification.
Precision Printing: How 3D Printed Nanomaterials Are Revolutionizing Next-Gen Medical Sensors
This article provides a comprehensive analysis of the convergence of additive manufacturing and nanotechnology for advanced medical sensor development.
Beyond 2D: How 3D Organoids Are Revolutionizing Nanotoxicity Screening for Safer Therapeutics
This article provides a comprehensive guide for researchers and drug development professionals on the application of 3D organoid models in nanotoxicity assessment.
Precise 3D U-Net Segmentation for Nanocarrier Imaging: A Guide for Drug Delivery Researchers
This comprehensive guide explores the application of 3D U-Net deep learning models for the automated segmentation and quantitative analysis of nanocarriers in biomedical imaging.