tandem mass spectrometry
PulseAugur coverage of tandem mass spectrometry — every cluster mentioning tandem mass spectrometry across labs, papers, and developer communities, ranked by signal.
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Deep learning model enhances small-molecule structure identification with mixed-condition training
Researchers have developed a multimodal deep learning approach to improve the identification of small-molecule structures using spectroscopic data. By incorporating domain knowledge from chemistry and spectroscopy into …
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MS-GPT model advances de novo molecular structure elucidation from mass spectra
Researchers have developed MS-GPT, a novel molecule-language model designed for de novo structure elucidation from tandem mass spectrometry (MS/MS) data. Unlike previous methods that rely on reference libraries or prede…
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FlexMS benchmark standardizes molecule mass spectrum prediction
Researchers have introduced FlexMS, a new benchmark framework designed to standardize the evaluation of deep learning models for predicting molecule tandem mass spectra. This framework addresses inconsistencies in metad…