Robotics & Machine Learning Daily News2024,Issue(Jun.14) :174-175.

Koina: Democratizing machine learning for proteomics research

Koina:蛋白质组学研究的民主化机器学习

Robotics & Machine Learning Daily News2024,Issue(Jun.14) :174-175.

Koina: Democratizing machine learning for proteomics research

Koina:蛋白质组学研究的民主化机器学习

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摘要

Robotics&Machine Learning Daily News的新闻记者兼新闻编辑-根据基于预印摘要的新闻报道,我们的记者从biorxiv.org获得了以下引文:“机器学习(ML)和深度学习(DL)的最新发展在蛋白质组学方面具有巨大的应用潜力,如生成光谱文库、改进肽识别、尽管针对各种应用和肽性质的新的ML/DL模型频繁发表,但这些模型被社区采用的速度缓慢,这主要是由于技术挑战。

Abstract

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – According to news reporting based on a preprint abstract, our journalists obtained the following quote sourced from biorxiv.org: “Recent developments in machine-learning (ML) and deep-learning (DL) have immense potential for applications in proteomics, such as generating spectral libraries, improving peptide identification, and optimizing targeted acquisition modes. Although new ML/DL models for various applications and peptide properties are frequently published, the rate at which these models are adopted by the community is slow, which is mostly due to technical challenges.

Key words

Bioinformatics/Biotechnology/Biotechnology - Bioinformatics/Cyborgs/Emerging Technologies/Information Technology/M achine Learning/Proteomics

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

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