Nanoparticle Detection on SEM Images Using a Neural Network and Semi-Synthetic Training Data

Design and characterization of BSA-mycophenolic acid nanocomplexes: Antiviral activity exploration

MAC Cataña, MMD Traian, APR Marquina… - International Journal of …, 2024 - Elsevier
The interactions between bovine serum albumin (BSA) and mycophenolic acid (MPA) were
investigated in silico through molecular docking and in vitro, using fluorescence …
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[PDF] arxiv.org

Recursive Detection and Analysis of Nanoparticles in Scanning Electron Microscopy Images

AS Wright, NP Youmans, EFV Araya - arXiv preprint arXiv:2308.08732, 2023 - arxiv.org
In this study, we present a computational framework tailored for the precise detection and
comprehensive analysis of nanoparticles within scanning electron microscopy (SEM) …
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A CNN-GA Hybrid Approach for Efficient Analysis of Size and Shape of Nanoparticle

KSN Sushma, A Sarkar, G Sanyal - … Conference on Advances …, 2024 - ieeexplore.ieee.org
Addressing the challenge of manually analyzing nanoparticle characteristics, such as size
and shape, researchers have increasingly turned to deep learning methodologies. This …
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Accelerating Nanoparticle Characterization Using Synthetic SEM Datasets and Deep Learning Techniques

L Lin, Z Wang, G Yang - International Conference on Geometry and …, 2024 - Springer
This paper presents an accelerated workflow for nanoparticle structure characterization
using artificial datasets. The method incorporates a new shading model based on secondary …
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