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Sonia Rani

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Review Open access Aug 2026

Integrating Multi-omics and Artificial Intelligence for Next-generation Crop Improvement: Advances, Constraints and Future Directions

This critical narrative review evaluates how genomics, pangenomics, transcriptomics, transcriptomics, epigenomics, proteomics, metabolomics, phenomics and environmental covariates are being integrated with statistical learning, machine learning and deep learning for crop improvement.

Shweta, Sridevi Tallapragada, Anita Kumari et al. · 0 citations

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