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MS/MS Spectrum Prediction for Modified Peptides Using pDeep2 Trained by Transfer Learning 期刊论文
ANALYTICAL CHEMISTRY, 2019, 卷号: 91, 期号: 15, 页码: 9724-9731
作者:  Zeng, Wen-Feng;  Zhou, Xie-Xuan;  Zhou, Wen-Jing;  Chi, Hao;  Zhan, Jianfeng;  He, Si-Min
收藏  |  浏览/下载:77/0  |  提交时间:2019/12/10
pNovo 3: precise de novo peptide sequencing using a learning-to-rank framework 期刊论文
BIOINFORMATICS, 2019, 卷号: 35, 期号: 14, 页码: I183-I190
作者:  Yang, Hao;  Chi, Hao;  Zeng, Wen-Feng;  Zhou, Wen-Jing;  He, Si-Min
收藏  |  浏览/下载:71/0  |  提交时间:2019/12/10
pValid: Validation Beyond the Target-Decoy Approach for Peptide Identification in Shotgun Proteomics 期刊论文
JOURNAL OF PROTEOME RESEARCH, 2019, 卷号: 18, 期号: 7, 页码: 2747-2758
作者:  Zhou, Wen-Jing;  Yang, Hao;  Zeng, Wen-Feng;  Zhang, Kun;  Chi, Hao;  He, Si-Min
收藏  |  浏览/下载:247/0  |  提交时间:2019/08/16
tandem mass spectrometry  target-decoy approach  validation methods  false-positive rate  false-negative rate  
Trends on Methods for Prediction of Tandem Mass Spectra of Peptides 期刊论文
PROGRESS IN BIOCHEMISTRY AND BIOPHYSICS, 2019, 卷号: 46, 期号: 2, 页码: 169-180
作者:  Zhou Xie-Xuan;  Ren Rui;  Gao Wan-Ling;  Huang Yun-You;  Zeng Wen-Feng;  Kong De-Fei;  Hao Tian-Shu;  Zhang Zhi-Fei;  Zhan Jian-Feng
收藏  |  浏览/下载:236/0  |  提交时间:2019/04/03
mass spectrometry  proteomics  mobile proton model  machine learning  deep learning