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AI-Driven Discovery and Design of Antimicrobial Peptides: Progress, Challenges, and Opportunities.

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Title: AI-Driven Discovery and Design of Antimicrobial Peptides: Progress, Challenges, and Opportunities.
Authors: Meng H; College of Biology and Pharmacy, Yulin Normal University, Yulin, 537000, China. hailinmeng@foxmail.com.; Bioengineering Research Center, Guangzhou Institute of Advanced Technology, Guangzhou, 511458, China. hailinmeng@foxmail.com.
Source: Probiotics and antimicrobial proteins [Probiotics Antimicrob Proteins] 2026 May; Vol. 18 (4), pp. 5122-5144. Date of Electronic Publication: 2025 Nov 22.
Publication Type: Journal Article; Review
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101484100 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-1314 (Electronic) Linking ISSN: 18671306 NLM ISO Abbreviation: Probiotics Antimicrob Proteins Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: AI-Driven Discovery and Design of Antimicrobial Peptides: Progress, Challenges, and Opportunities.
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  Data: <searchLink fieldCode="AU" term="%22Meng+H%22">Meng H</searchLink>; College of Biology and Pharmacy, Yulin Normal University, Yulin, 537000, China. hailinmeng@foxmail.com.; Bioengineering Research Center, Guangzhou Institute of Advanced Technology, Guangzhou, 511458, China. hailinmeng@foxmail.com.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101484100 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1867-1314 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2218671306%22">18671306 </searchLink><i>NLM ISO Abbreviation: </i>Probiotics Antimicrob Proteins <i>Subsets: </i>MEDLINE
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      – Type: doi
        Value: 10.1007/s12602-025-10856-0
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      – Code: eng
        Text: English
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        StartPage: 5122
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      – TitleFull: AI-Driven Discovery and Design of Antimicrobial Peptides: Progress, Challenges, and Opportunities.
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            NameFull: Meng H
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            – D: 01
              M: 05
              Text: 2026 May
              Type: published
              Y: 2026
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              Value: 18
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              Value: 4
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            – TitleFull: Probiotics and antimicrobial proteins
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