# Application of semi-supervised convolutional neural network regression model based on data augmentation and process spectral labeling in Raman predictive modeling of cell culture processes

> Research article (Biochemical Engineering Journal, 2022) · cited 22× · AI/ML

**Wikidata**: [openalex:W4313481501](https://www.wikidata.org/wiki/openalex:W4313481501)  
**Source**: https://4ort.xyz/entity/application-of-semi-supervised-convolutional-neural-network-regression-model-based-on-data-augmentation-and-process-spec
