A Review on Machine Learning Aided Multi-omics Data Integration Techniques for Healthcare
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-38325-0_10
Reference47 articles.
1. Graw, S., Chappell, K., Washam, C.L., Gies, A., Bird, J., Robeson, M.S., Byrum, S.D.: Multi-omics data integration considerations and study design for biological systems and disease. Mol. Omics 17(2), 170–185 (2021). https://doi.org/10.1039/D0MO00041H
2. Santiago-Rodriguez, T.M., Emily, B.: Multi ‘omic data integration: a review of concepts, considerations, and approaches. In: Seminars in Perinatology, p. 151456. WB Saunders (2021). https://doi.org/10.1016/j.semperi.2021.151456
3. Picard, M., Scott-Boyer, M.P., Bodein, A., Périn, O., Droit, A.: Integration strategies of multi-omics data for machine learning analysis. Comput. Struct. Biotechnol. J. 19, 3735–3746 (2021). https://doi.org/10.1016/j.csbj.2021.06.030
4. Subramanian, I., Verma, S., Kumar, S., Jere, A., Anamika, K.: Multi-omics data integration, interpretation, and its application. Bioinform. Biol. Insights 14, 1177932219899051 (2020). https://doi.org/10.1177/1177932219899051
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