关键词: Artificial intelligence Benchmark development Bioinformatics Computational mass spectrometry Deep learning Mass spectrometry Metabolomics Metaproteomics Predicted spectra Proteomics Spectrum clustering Visualization

来  源:   DOI:10.1016/j.jprot.2024.105246

Abstract:
The 2023 European Bioinformatics Community for Mass Spectrometry (EuBIC-MS) Developers Meeting was held from January 15th to January 20th, 2023, in Congressi Stefano Franscin at Monte Verità in Ticino, Switzerland. The participants were scientists and developers working in computational mass spectrometry (MS), metabolomics, and proteomics. The 5-day program was split between introductory keynote lectures and parallel hackathon sessions focusing on \"Artificial Intelligence in proteomics\" to stimulate future directions in the MS-driven omics areas. During the latter, the participants developed bioinformatics tools and resources addressing outstanding needs in the community. The hackathons allowed less experienced participants to learn from more advanced computational MS experts and actively contribute to highly relevant research projects. We successfully produced several new tools applicable to the proteomics community by improving data analysis and facilitating future research.
摘要:
2023年欧洲生物信息学质谱学会(EuBIC-MS)开发者大会于1月15日至1月20日召开,2023年,在提契诺州MonteVerità的国会斯特凡诺·弗朗辛,瑞士。参与者是从事计算质谱(MS)工作的科学家和开发人员,代谢组学,和蛋白质组学。为期5天的计划分为介绍性主题演讲和平行的黑客马拉松会议,重点是“蛋白质组学中的人工智能”,以刺激MS驱动的组学领域的未来方向。在后者中,参与者开发了生物信息学工具和资源,以满足社区的突出需求。黑客马拉松允许经验不足的参与者向更先进的计算MS专家学习,并积极为高度相关的研究项目做出贡献。通过改进数据分析和促进未来的研究,我们成功地产生了一些适用于蛋白质组学社区的新工具。
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