Convolutional Neural Networks and Raman Spectroscopy for Semi-Supervised Dataset Construction and Transfer Learning Applications in Real-Time Quantitative Detection-Reference-Cited by-同舟云学术

Convolutional Neural Networks and Raman Spectroscopy for Semi-Supervised Dataset Construction and Transfer Learning Applications in Real-Time Quantitative Detection

Published:2024-01-26 Issue: Volume:2022 Page:94-106
ISSN:
Container-title:Proceedings of the 2024 4th International Conference on Bioinformatics and Intelligent Computing
language:
Short-container-title:

Author:

Liu Yuan¹^ORCID,Zhou Xiaotian¹^ORCID,Zhang Xiaopeng²^ORCID,Wang Jian³^ORCID,Wen Zhenguo⁴^ORCID

Affiliation:

1. Beijing Key Laboratory of Enze Biomass and Fine Chemicals, Beijing Institute of Petrochemical Technology, China

2. Beijing Shengsheng Biomedical Research Co., China

3. Aoxing Hengxun Life Technology (Shanghai) Co., China

4. Department of Pharmaceutical Engineering, Beijing Institute of Petrochemical Technology, China

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3665689.3665706

Reference41 articles.

1. Pollet, J., W.-H. Chen, and U. Strych, Recombinant protein vaccines, a proven approach against coronavirus pandemics. Advanced drug delivery reviews, 2021. 170: p. 71-82.

2. Gerzon, G., Y. Sheng, and M. Kirkitadze, Process Analytical Technologies–Advances in bioprocess integration and future perspectives. Journal of Pharmaceutical and Biomedical Analysis, 2022. 207: p. 114379.

3. Esmonde-White, K.A., M. Cuellar, and I.R. Lewis, The role of Raman spectroscopy in biopharmaceuticals from development to manufacturing. Analytical and Bioanalytical Chemistry, 2022: p. 1-23.

4. Nath, S., S. Kalmodia, and B. Basu, Densification, phase stability and in vitro biocompatibility property of hydroxyapatite-10 wt% silver composites. Journal of Materials Science: Materials in Medicine, 2010. 21: p. 1273-1287.

5. Abu‐Absi, N.R., , Real time monitoring of multiple parameters in mammalian cell culture bioreactors using an in‐line Raman spectroscopy probe. Biotechnology and bioengineering, 2011. 108(5): p. 1215-1221.