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PXD049457-2

PXD049457 is an original dataset announced via ProteomeXchange.

Dataset Summary
TitleDeep Learning Powers Protein Identification from MS1 Feature Information
DescriptionWe report the DeepMS1, an approach combining deep learning-based retention time, ion mobility, detectability prediction, and linear regression-based scoring for MS1 feature identification.
HostingRepositoryiProX
AnnounceDate2024-02-16
AnnouncementXMLSubmission_2024-10-12_00:03:17.565.xml
DigitalObjectIdentifier
ReviewLevelPeer-reviewed dataset
DatasetOriginOriginal dataset
RepositorySupportUnsupported dataset by repository
PrimarySubmitterYameng Dai
SpeciesList scientific name: Escherichia coli; NCBI TaxID: 562; scientific name: Homo sapiens; NCBI TaxID: 9606;
ModificationListNo PTMs are included in the dataset
InstrumenttimsTOF Pro
Dataset History
RevisionDatetimeStatusChangeLog Entry
02024-02-17 23:28:27ID requested
12024-06-30 20:33:30announced
22024-10-12 00:03:18announced2024-10-12: 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 affiliationFudan University
contact emailliang_qiao@fudan.edu.cn
lab head
Yameng Dai
contact affiliationFudan University
contact email21210220011@m.fudan.edu.cn
dataset submitter
Full Dataset Link List
iProX dataset URI