TEMPTED: time-informed dimensionality reduction for longitudinal microbiome studies
Abstract Longitudinal studies are crucial for understanding complex microbiome dynamics and their link to health. We introduce TEMPoral TEnsor Decomposition (TEMPTED), a time-informed dimensionality reduction method for high-dimensional longitudinal data that treats time as a continuous variable, ef...
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| Main Authors: | , , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
BMC
2024-12-01
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| Series: | Genome Biology |
| Online Access: | https://doi.org/10.1186/s13059-024-03453-x |
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