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The New England journal of medicine, 2023-09, Vol.389 (13), p.1251-1252
Ort / Verlag
Boston: Massachusetts Medical Society
Erscheinungsjahr
2023
Link zum Volltext
Quelle
Alma/SFX Local Collection
Beschreibungen/Notizen
To the Editor:
The review article by Gomes and Ashley (June 29 issue)
1
highlights how artificial intelligence, especially deep learning, can be applied to the analysis of complex, high-dimensional omics data. However, the integration of multiple types of omics data in a meaningful way by the application of complex machine learning and statistical modeling remains an open challenge in precision medicine. A simple concatenation of data sets may not capture all the relationships between them. Developing methods of multi-omic machine learning that can integrate data sets in principled ways while minimizing overfitting remains a research priority.
2
In addition, most machine-learning . . .