PXD049457
PXD049457 is an original dataset announced via ProteomeXchange.
Dataset Summary
Title | Deep Learning Powers Protein Identification from MS1 Feature Information |
Description | We report the DeepMS1, an approach combining deep learning-based retention time, ion mobility, detectability prediction, and linear regression-based scoring for MS1 feature identification. |
HostingRepository | iProX |
AnnounceDate | 2024-02-16 |
AnnouncementXML | Submission_2024-10-12_00:03:17.565.xml |
DigitalObjectIdentifier | |
ReviewLevel | Peer-reviewed dataset |
DatasetOrigin | Original dataset |
RepositorySupport | Unsupported dataset by repository |
PrimarySubmitter | Yameng Dai |
SpeciesList | scientific name: Escherichia coli; NCBI TaxID: 562; scientific name: Homo sapiens; NCBI TaxID: 9606; |
ModificationList | No PTMs are included in the dataset |
Instrument | timsTOF Pro |
Dataset History
Revision | Datetime | Status | ChangeLog Entry |
---|---|---|---|
0 | 2024-02-17 23:28:27 | ID requested | |
1 | 2024-06-30 20:33:30 | announced | |
⏵ 2 | 2024-10-12 00:03:18 | announced | 2024-10-12: Update information. |
Publication List
Dai Y, Yang Y, Wu E, Shen C, Qiao L, Deep Learning Powers Protein Identification from Precursor MS Information. J Proteome Res, 23(9):3837-3846(2024) [pubmed] |
Keyword List
submitter keyword: Deep Learning, Proteomics, MS1 Feature, Single Cell, Serum Proteomics |
Contact List
Liang Qiao | |
---|---|
contact affiliation | Fudan University |
contact email | liang_qiao@fudan.edu.cn |
lab head | |
Yameng Dai | |
contact affiliation | Fudan University |
contact email | 21210220011@m.fudan.edu.cn |
dataset submitter |
Full Dataset Link List
iProX dataset URI |