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MsTargetPeaker: A Quality-Aware Deep Reinforcement Learning Approach for Peak Identification in Targeted Proteomics.

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Title: MsTargetPeaker: A Quality-Aware Deep Reinforcement Learning Approach for Peak Identification in Targeted Proteomics.
Authors: Yang C; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. Electronic address: chiyang@mail.cgu.edu.tw., Hsiao YC; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan., Lee CC; Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan; Genomic Medicine Core Laboratory, Chang Gung Memorial Hospital, Linkou, Taiwan., Chu LJ; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan., Yeh TS; Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan., Cheng PC; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan., Tang P; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Department of Parasitology, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Molecular Infectious Disease Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan., Yu JS; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Research Center for Food and Cosmetic Safety, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, Taiwan. Electronic address: yusong@mail.cgu.edu.tw.
Source: Molecular & cellular proteomics : MCP [Mol Cell Proteomics] 2026 Mar; Vol. 25 (3), pp. 101523. Date of Electronic Publication: 2026 Feb 02.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Inc. on behalf of American Society for Biochemistry and Molecular Biology Country of Publication: United States NLM ID: 101125647 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1535-9484 (Electronic) Linking ISSN: 15359476 NLM ISO Abbreviation: Mol Cell Proteomics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: MsTargetPeaker: A Quality-Aware Deep Reinforcement Learning Approach for Peak Identification in Targeted Proteomics.
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  Data: <searchLink fieldCode="AU" term="%22Yang+C%22">Yang C</searchLink>; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan. Electronic address: chiyang@mail.cgu.edu.tw.<br /><searchLink fieldCode="AU" term="%22Hsiao+YC%22">Hsiao YC</searchLink>; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lee+CC%22">Lee CC</searchLink>; Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan; Genomic Medicine Core Laboratory, Chang Gung Memorial Hospital, Linkou, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chu+LJ%22">Chu LJ</searchLink>; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yeh+TS%22">Yeh TS</searchLink>; Department of Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan; College of Medicine, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Cheng+PC%22">Cheng PC</searchLink>; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan.<br /><searchLink fieldCode="AU" term="%22Tang+P%22">Tang P</searchLink>; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Department of Parasitology, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Molecular Infectious Disease Research Center, Chang Gung Memorial Hospital, Linkou, Taiwan.<br /><searchLink fieldCode="AU" term="%22Yu+JS%22">Yu JS</searchLink>; Molecular Medicine Research Center, Chang Gung University, Taoyuan, Taiwan; Graduate Institute of Biomedical Sciences, College of Medicine, Chang Gung University, Taoyuan, Taiwan; Department of Otolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Taoyuan, Taiwan; Research Center for Food and Cosmetic Safety, College of Human Ecology, Chang Gung University of Science and Technology, Taoyuan, Taiwan. Electronic address: yusong@mail.cgu.edu.tw.
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  Data: <searchLink fieldCode="JN" term="%22101125647%22">Molecular & cellular proteomics : MCP</searchLink> [Mol Cell Proteomics] 2026 Mar; Vol. 25 (3), pp. 101523. <i>Date of Electronic Publication: </i>2026 Feb 02.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Inc%2E+on+behalf+of+American+Society+for+Biochemistry+and+Molecular+Biology%22">Elsevier Inc. on behalf of American Society for Biochemistry and Molecular Biology </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101125647 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1535-9484 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215359476%22">15359476 </searchLink><i>NLM ISO Abbreviation: </i>Mol Cell Proteomics <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.mcpro.2026.101523
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              Text: 2026 Mar
              Type: published
              Y: 2026
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