PXD046171
PXD046171 is an original dataset announced via ProteomeXchange.
Dataset Summary
Title | Deep Learning Powers Protein Identification from Precursor MS 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 | 2024-04-28 |
AnnouncementXML | Submission_2024-05-12_21:40:39.493.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 | 2023-10-16 21:53:32 | ID requested | |
⏵ 1 | 2024-05-12 21:40:39 | announced |
Publication List
Dataset with its publication pending |
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 |