Author

Hongmei Lü

Central South UniversityORCID 0000-0002-4686-4491Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:metabolomics· 2 Research Focus:benchmarking· 1

Frequent Co-Authors

Hongchao JiiD· 2 shared Zhimin ZhangiD· 2 shared Hanzi Deng· 1 shared

Activity by Year

2020-2020 · peak 2/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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2 shared papersBioinformatics

Hongchao JiORCID

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2 papers

Recent·Most cited

Predicting Molecular Fingerprint from Electron-Ionization Mass Spectrum with Deep Neural Networks

Hongchao Ji, Hanzi Deng, Hongmei Lü, Zhimin Zhang

The paper introduces DeepEI, a deep learning method that predicts molecular fingerprints from EI-MS spectra to improve compound identification accuracy.

Analytical Chemistry · Jun 17, 2020Peer-reviewedBioinformatics

Deep Learning Enable Untargeted Metabolite Extraction from High Throughput Coverage Data-Independent Acquisition

Hongchao Ji, Hongmei Lü, Zhimin Zhang

This paper introduces DeepSWATH, a deep learning method to improve metabolite identification from SWATH data by reconstructing precursor-ion to MS/MS spectrum associations.

bioRxiv · Mar 22, 2020 · PreprintBioinformatics