Customized multimodal Diabot-GPT-4o enhances accuracy of image-based dietary assessments in dietetic trainees in Taiwan: validation against weighed food records.
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| Title: | Customized multimodal Diabot-GPT-4o enhances accuracy of image-based dietary assessments in dietetic trainees in Taiwan: validation against weighed food records. |
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| Authors: | Chen YJ; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan., Chang CC; Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; TMU Research Center for Digestive Medicine, Taipei Medical University, Taipei, Taiwan., Hoang YN; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan., Lin AW; The Hormel Institute, University of Minnesota, Austin, MN, United States., Lin WL; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan., Lin CY; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan., Patricia E; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia., Tissadharma JC; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia., Kuanca J; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia., Nobelta N; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia., Theo KA; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia., Ho DKN; Faculty of Nursing and Midwifery Hong Bang International University, Ho Chi Minh City, Vietnam., Wei PH; Department of Nutrition, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan., Chang JS; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan; TMU Research Center for Digestive Medicine, Taipei Medical University, Taipei, Taiwan; Graduate Institute of Metabolism and Obesity Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan; Nutrition Research Center, Taipei Medical University Hospital, Taipei, Taiwan; Chinese Taipei Society for the Study of Obesity (CTSSO), Taipei, Taiwan. Electronic address: susanchang@tmu.edu.tw. |
| Source: | The American journal of clinical nutrition [Am J Clin Nutr] 2025 Dec; Vol. 122 (6), pp. 1836-1849. Date of Electronic Publication: 2025 Oct 24. |
| Publication Type: | Journal Article; Validation Study |
| Journal Info: | Publisher: Elsevier Country of Publication: United States NLM ID: 0376027 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1938-3207 (Electronic) Linking ISSN: 00029165 NLM ISO Abbreviation: Am J Clin Nutr Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 41138916 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Customized multimodal Diabot-GPT-4o enhances accuracy of image-based dietary assessments in dietetic trainees in Taiwan: validation against weighed food records. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Chen+YJ%22">Chen YJ</searchLink>; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+CC%22">Chang CC</searchLink>; Division of Gastroenterology and Hepatology, Department of Internal Medicine, Taipei Medical University Hospital, Taipei, Taiwan; Division of Gastroenterology and Hepatology, Department of Internal Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; TMU Research Center for Digestive Medicine, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Hoang+YN%22">Hoang YN</searchLink>; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+AW%22">Lin AW</searchLink>; The Hormel Institute, University of Minnesota, Austin, MN, United States.<br /><searchLink fieldCode="AU" term="%22Lin+WL%22">Lin WL</searchLink>; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Lin+CY%22">Lin CY</searchLink>; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Patricia+E%22">Patricia E</searchLink>; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia.<br /><searchLink fieldCode="AU" term="%22Tissadharma+JC%22">Tissadharma JC</searchLink>; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia.<br /><searchLink fieldCode="AU" term="%22Kuanca+J%22">Kuanca J</searchLink>; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia.<br /><searchLink fieldCode="AU" term="%22Nobelta+N%22">Nobelta N</searchLink>; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia.<br /><searchLink fieldCode="AU" term="%22Theo+KA%22">Theo KA</searchLink>; Department of Food Science and Nutrition, Indonesia International Institute for Life Sciences (i3L), Jakarta, Indonesia.<br /><searchLink fieldCode="AU" term="%22Ho+DKN%22">Ho DKN</searchLink>; Faculty of Nursing and Midwifery Hong Bang International University, Ho Chi Minh City, Vietnam.<br /><searchLink fieldCode="AU" term="%22Wei+PH%22">Wei PH</searchLink>; Department of Nutrition, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan.<br /><searchLink fieldCode="AU" term="%22Chang+JS%22">Chang JS</searchLink>; School of Nutrition and Health Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan; TMU Research Center for Digestive Medicine, Taipei Medical University, Taipei, Taiwan; Graduate Institute of Metabolism and Obesity Sciences, College of Nutrition, Taipei Medical University, Taipei, Taiwan; Nutrition Research Center, Taipei Medical University Hospital, Taipei, Taiwan; Chinese Taipei Society for the Study of Obesity (CTSSO), Taipei, Taiwan. Electronic address: susanchang@tmu.edu.tw. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%220376027%22">The American journal of clinical nutrition</searchLink> [Am J Clin Nutr] 2025 Dec; Vol. 122 (6), pp. 1836-1849. <i>Date of Electronic Publication: </i>2025 Oct 24. – Name: TypePub Label: Publication Type Group: TypPub Data: Journal Article; Validation Study – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>0376027 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1938-3207 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200029165%22">00029165 </searchLink><i>NLM ISO Abbreviation: </i>Am J Clin Nutr <i>Subsets: </i>MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41138916 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.ajcnut.2025.10.013 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 1836 Titles: – TitleFull: Customized multimodal Diabot-GPT-4o enhances accuracy of image-based dietary assessments in dietetic trainees in Taiwan: validation against weighed food records. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chen YJ – PersonEntity: Name: NameFull: Chang CC – PersonEntity: Name: NameFull: Hoang YN – PersonEntity: Name: NameFull: Lin AW – PersonEntity: Name: NameFull: Lin WL – PersonEntity: Name: NameFull: Lin CY – PersonEntity: Name: NameFull: Patricia E – PersonEntity: Name: NameFull: Tissadharma JC – PersonEntity: Name: NameFull: Kuanca J – PersonEntity: Name: NameFull: Nobelta N – PersonEntity: Name: NameFull: Theo KA – PersonEntity: Name: NameFull: Ho DKN – PersonEntity: Name: NameFull: Wei PH – PersonEntity: Name: NameFull: Chang JS IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 12 Text: 2025 Dec Type: published Y: 2025 Identifiers: – Type: issn-electronic Value: 1938-3207 Numbering: – Type: volume Value: 122 – Type: issue Value: 6 Titles: – TitleFull: The American journal of clinical nutrition Type: main |
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