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A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding.

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Title: A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding.
Authors: Montesinos-López OA; Facultad de Telemática, Universidad de Colima, Colima, Colima 28040, México., Chavira-Flores M; Instituto de Investigaciones en Matemáticas Aplicadas y Sistemas (IIMAS), Universidad Nacional Autónoma de México (UNAM), Ciudad de México 04510, México., Kiasmiantini; Statistics Study Program, Universitas Negeri Yogyakarta, Yogyakarta, 55281 Yogyakarta, Indonesia., Crespo-Herrera L; International Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera Mexico-Veracruz, Texcoco, CP 52640 Edo. de México, México., Saint Piere C; International Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera Mexico-Veracruz, Texcoco, CP 52640 Edo. de México, México., Li H; Institute of Crop Science Chinese Academy of Agricultural Sciences (CAAS), Chin Office, 12 Zhongguancun, South Street, Beijing 100081, China., Fritsche-Neto R; Louisiana State University, Baton Rouge, LA 70803, USA., Al-Nowibet K; Department of Statistics and Operations Research, King Saud University, Riyah 11451, Saudi Arabia., Montesinos-López A; Departamento de Matematicas, Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI), Universidad de Guadalajara, 44430, Guadalajara, Jalisco, México., Crossa J; International Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera Mexico-Veracruz, Texcoco, CP 52640 Edo. de México, México.; Louisiana State University, Baton Rouge, LA 70803, USA.; Colegio de Postgraduados, Montecillos, Edo. de México CP 56230, México.; Distinguish Scientist Fellowship Program, King Saud University, Riyah 11451, Saudi Arabia.
Source: Genetics [Genetics] 2024 Nov 05. Date of Electronic Publication: 2024 Nov 05.
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: United States NLM ID: 0374636 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1943-2631 (Electronic) Linking ISSN: 00166731 NLM ISO Abbreviation: Genetics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: A review of multimodal deep learning methods for genomic-enabled prediction in plant breeding.
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  Data: <searchLink fieldCode="AU" term="%22Montesinos-López+OA%22">Montesinos-López OA</searchLink>; Facultad de Telemática, Universidad de Colima, Colima, Colima 28040, México.<br /><searchLink fieldCode="AU" term="%22Chavira-Flores+M%22">Chavira-Flores M</searchLink>; Instituto de Investigaciones en Matemáticas Aplicadas y Sistemas (IIMAS), Universidad Nacional Autónoma de México (UNAM), Ciudad de México 04510, México.<br /><searchLink fieldCode="AU" term="%22Kiasmiantini%22">Kiasmiantini</searchLink>; Statistics Study Program, Universitas Negeri Yogyakarta, Yogyakarta, 55281 Yogyakarta, Indonesia.<br /><searchLink fieldCode="AU" term="%22Crespo-Herrera+L%22">Crespo-Herrera L</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera Mexico-Veracruz, Texcoco, CP 52640 Edo. de México, México.<br /><searchLink fieldCode="AU" term="%22Saint+Piere+C%22">Saint Piere C</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera Mexico-Veracruz, Texcoco, CP 52640 Edo. de México, México.<br /><searchLink fieldCode="AU" term="%22Li+H%22">Li H</searchLink>; Institute of Crop Science Chinese Academy of Agricultural Sciences (CAAS), Chin Office, 12 Zhongguancun, South Street, Beijing 100081, China.<br /><searchLink fieldCode="AU" term="%22Fritsche-Neto+R%22">Fritsche-Neto R</searchLink>; Louisiana State University, Baton Rouge, LA 70803, USA.<br /><searchLink fieldCode="AU" term="%22Al-Nowibet+K%22">Al-Nowibet K</searchLink>; Department of Statistics and Operations Research, King Saud University, Riyah 11451, Saudi Arabia.<br /><searchLink fieldCode="AU" term="%22Montesinos-López+A%22">Montesinos-López A</searchLink>; Departamento de Matematicas, Centro Universitario de Ciencias Exactas e Ingenierías (CUCEI), Universidad de Guadalajara, 44430, Guadalajara, Jalisco, México.<br /><searchLink fieldCode="AU" term="%22Crossa+J%22">Crossa J</searchLink>; International Maize and Wheat Improvement Center (CIMMYT), Km 45, Carretera Mexico-Veracruz, Texcoco, CP 52640 Edo. de México, México.; Louisiana State University, Baton Rouge, LA 70803, USA.; Colegio de Postgraduados, Montecillos, Edo. de México CP 56230, México.; Distinguish Scientist Fellowship Program, King Saud University, Riyah 11451, Saudi Arabia.
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              Text: 2024 Nov 05
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