Feature extraction of particle morphologies of pharmaceutical excipients from scanning electron microscope images using convolutional neural networks
Keywords
Convolutional neural networks
Machine learning
Clustering
Scanning electron microscope
Raw materials database
Powder
AbbreviationsCNN
convolutional neural network
HCA
hierarchical clustering analysis
PCA
principal component analysis
SEM
scanning electron microscopy
UMAP
uniform manifold approximation and projection
Data availability
Data will be made available on request.
© 2024 The Author(s). Published by Elsevier B.V.
Comments (0)