Artificial Intelligence Reshaping Non-Starch Polysaccharides Research: A Comprehensive Review of Intelligent Integration From Extraction Optimization to Functional Design.
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| Title: | Artificial Intelligence Reshaping Non-Starch Polysaccharides Research: A Comprehensive Review of Intelligent Integration From Extraction Optimization to Functional Design. |
|---|---|
| Authors: | Zhang J; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China.; College of Bioengineering, Tianjin University of Science and Technology, Tianjin, China., Xu Z; State Key Laboratory of Dairy Biotechnology, Shanghai Engineering Research Centre of Dairy Biotechnology, Dairy Research Institute, Bright Dairy and Food Co., Ltd, Shanghai, China., Zhong C; College of Bioengineering, Tianjin University of Science and Technology, Tianjin, China., Liu H; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China., Zhu Q; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China., Sun Z; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China., Guo Q; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China., Cui SW; Guelph Research and Development Centre, Agri- and Agri-Food Canada, Guelph, Ontario, Canada. |
| Source: | Comprehensive reviews in food science and food safety [Compr Rev Food Sci Food Saf] 2026 Jan; Vol. 25 (1), pp. e70379. |
| Publication Type: | Journal Article; Review; Research Support, Non-U.S. Gov't |
| Journal Info: | Publisher: Institute of Food Technologists Country of Publication: United States NLM ID: 101305205 Publication Model: Print Cited Medium: Internet ISSN: 1541-4337 (Electronic) Linking ISSN: 15414337 NLM ISO Abbreviation: Compr Rev Food Sci Food Saf Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41457471 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Artificial Intelligence Reshaping Non-Starch Polysaccharides Research: A Comprehensive Review of Intelligent Integration From Extraction Optimization to Functional Design. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Zhang+J%22">Zhang J</searchLink>; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China.; College of Bioengineering, Tianjin University of Science and Technology, Tianjin, China.<br /><searchLink fieldCode="AU" term="%22Xu+Z%22">Xu Z</searchLink>; State Key Laboratory of Dairy Biotechnology, Shanghai Engineering Research Centre of Dairy Biotechnology, Dairy Research Institute, Bright Dairy and Food Co., Ltd, Shanghai, China.<br /><searchLink fieldCode="AU" term="%22Zhong+C%22">Zhong C</searchLink>; College of Bioengineering, Tianjin University of Science and Technology, Tianjin, China.<br /><searchLink fieldCode="AU" term="%22Liu+H%22">Liu H</searchLink>; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China.<br /><searchLink fieldCode="AU" term="%22Zhu+Q%22">Zhu Q</searchLink>; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China.<br /><searchLink fieldCode="AU" term="%22Sun+Z%22">Sun Z</searchLink>; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China.<br /><searchLink fieldCode="AU" term="%22Guo+Q%22">Guo Q</searchLink>; College of Food Science and Engineering, Tianjin University of Science and Technology, Tianjin, China.<br /><searchLink fieldCode="AU" term="%22Cui+SW%22">Cui SW</searchLink>; Guelph Research and Development Centre, Agri- and Agri-Food Canada, Guelph, Ontario, Canada. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22101305205%22">Comprehensive reviews in food science and food safety</searchLink> [Compr Rev Food Sci Food Saf] 2026 Jan; Vol. 25 (1), pp. e70379. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Review; Research Support, Non-U.S. Gov't – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Institute+of+Food+Technologists%22">Institute of Food Technologists </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101305205 <i>Publication Model: </i>Print <i>Cited Medium: </i>Internet <i>ISSN: </i>1541-4337 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215414337%22">15414337 </searchLink><i>NLM ISO Abbreviation: </i>Compr Rev Food Sci Food Saf <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41457471 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1111/1541-4337.70379 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: e70379 Titles: – TitleFull: Artificial Intelligence Reshaping Non-Starch Polysaccharides Research: A Comprehensive Review of Intelligent Integration From Extraction Optimization to Functional Design. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Zhang J – PersonEntity: Name: NameFull: Xu Z – PersonEntity: Name: NameFull: Zhong C – PersonEntity: Name: NameFull: Liu H – PersonEntity: Name: NameFull: Zhu Q – PersonEntity: Name: NameFull: Sun Z – PersonEntity: Name: NameFull: Guo Q – PersonEntity: Name: NameFull: Cui SW IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Text: 2026 Jan Type: published Y: 2026 Identifiers: – Type: issn-electronic Value: 1541-4337 Numbering: – Type: volume Value: 25 – Type: issue Value: 1 Titles: – TitleFull: Comprehensive reviews in food science and food safety Type: main |
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