# Image Classification of Degraded Polysorbate, Protein and Silicone Oil Sub-Visible Particles Detected by Flow-Imaging Microscopy in Biopharmaceuticals Using a Convolutional Neural Network Model

> Research article (Journal of Pharmaceutical Sciences, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4383345982](https://www.wikidata.org/wiki/openalex:W4383345982)  
**Source**: https://4ort.xyz/entity/image-classification-of-degraded-polysorbate-protein-and-silicone-oil-sub-visible-particles-detected-by-flow-imaging-mic