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Assessing traits in bread using image analysis and machine learning.

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Title: Assessing traits in bread using image analysis and machine learning.
Authors: Azmat M; Centro Singular de Investigación en Tecnoloxías Intelixentes da USC (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain., García-Gómez MB; Areas of Nutrition and Food Science and Food Technology, Department of Analytical Chemistry and Food Science, Faculty of Science, University of Santiago de Compostela, Lugo, 27002, Spain; Instituto de Biodiversidade Agraria e Desenvolvemento Rural (IBADER), Campus Terra, University of Santiago de Compostela, Lugo, 27002, Spain., Cernadas E; Centro Singular de Investigación en Tecnoloxías Intelixentes da USC (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain. Electronic address: eva.cernadas@usc.es., Fernández-Delgado M; Centro Singular de Investigación en Tecnoloxías Intelixentes da USC (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain. Electronic address: manuel.fernandez.delgado@usc.es., Quiroga-García M; TASTELAB S.L., Vázquez Seijas, No. 2, Lugo, 27002, Spain. Electronic address: maruxaquiroga@sensesbit.com., Romero-Rodríguez MA; Areas of Nutrition and Food Science and Food Technology, Department of Analytical Chemistry and Food Science, Faculty of Science, University of Santiago de Compostela, Lugo, 27002, Spain; Instituto de Biodiversidade Agraria e Desenvolvemento Rural (IBADER), Campus Terra, University of Santiago de Compostela, Lugo, 27002, Spain. Electronic address: angeles.romero@usc.es.
Source: Food research international (Ottawa, Ont.) [Food Res Int] 2026 Jul 01; Vol. 235, pp. 119131. Date of Electronic Publication: 2026 Apr 15.
Publication Type: Journal Article
Journal Info: Publisher: Published on behalf of the Canadian Institute of Food Science and Technology by Elsevier Applied Science Country of Publication: Canada NLM ID: 9210143 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7145 (Electronic) Linking ISSN: 09639969 NLM ISO Abbreviation: Food Res Int Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Assessing traits in bread using image analysis and machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Azmat+M%22">Azmat M</searchLink>; Centro Singular de Investigación en Tecnoloxías Intelixentes da USC (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain.<br /><searchLink fieldCode="AU" term="%22García-Gómez+MB%22">García-Gómez MB</searchLink>; Areas of Nutrition and Food Science and Food Technology, Department of Analytical Chemistry and Food Science, Faculty of Science, University of Santiago de Compostela, Lugo, 27002, Spain; Instituto de Biodiversidade Agraria e Desenvolvemento Rural (IBADER), Campus Terra, University of Santiago de Compostela, Lugo, 27002, Spain.<br /><searchLink fieldCode="AU" term="%22Cernadas+E%22">Cernadas E</searchLink>; Centro Singular de Investigación en Tecnoloxías Intelixentes da USC (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain. Electronic address: eva.cernadas@usc.es.<br /><searchLink fieldCode="AU" term="%22Fernández-Delgado+M%22">Fernández-Delgado M</searchLink>; Centro Singular de Investigación en Tecnoloxías Intelixentes da USC (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain. Electronic address: manuel.fernandez.delgado@usc.es.<br /><searchLink fieldCode="AU" term="%22Quiroga-García+M%22">Quiroga-García M</searchLink>; TASTELAB S.L., Vázquez Seijas, No. 2, Lugo, 27002, Spain. Electronic address: maruxaquiroga@sensesbit.com.<br /><searchLink fieldCode="AU" term="%22Romero-Rodríguez+MA%22">Romero-Rodríguez MA</searchLink>; Areas of Nutrition and Food Science and Food Technology, Department of Analytical Chemistry and Food Science, Faculty of Science, University of Santiago de Compostela, Lugo, 27002, Spain; Instituto de Biodiversidade Agraria e Desenvolvemento Rural (IBADER), Campus Terra, University of Santiago de Compostela, Lugo, 27002, Spain. Electronic address: angeles.romero@usc.es.
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              Text: 2026 Jul 01
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