ProteoNet: A CNN-based framework for analyzing proteomics MS-RGB images

ProteoNet: A CNN-based framework for analyzing proteomics MS-RGB images

Summary: Proteomics is crucial in clinical research, yet the clinical application of proteomic data remains challenging. Transforming proteomic mass spectrometry (MS) data into red, green, and blue color (MS-RGB) image formats and applying deep learning (DL) techniques has shown great potential to e...

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Bibliographic Details
Main Authors: Jinze Huang, Yimin Li, Bo Meng, Yong Zhang, Yaoguang Wei, Xinhua Dai, Dong An, Yang Zhao, Xiang Fang
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:iScience
Subjects:
Computer-aided diagnosis method
Proteomics
Machine learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004224025872
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