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Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study
The past decade has seen an increasing number of applications of deep learning (DL) techniques to biomedical fields, especially in neuroimaging-based analysis. Such DL-based methods are generally data-intensive and require a large number of training instances, which might be infeasible to acquire fr...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Frontiers Media S.A.
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9067602/ https://www.ncbi.nlm.nih.gov/pubmed/35528213 http://dx.doi.org/10.3389/fninf.2022.805117 |