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Paper-reported evidence

Multimodal deep learning applied to classify healthy and disease states of human microbiome

2022 · Peer-reviewed · PMC archival version PMC8763943.1

Paper-reported results. The values below come from this source, not an independent rewire.it run.

Open primary paper →DOI: 10.1038/s41598-022-04773-3

Primary full text verified via Europe PMC fullTextXML; venue: Scientific Reports; PMC ID: PMC8763943. Study predates most microbial foundation models; useful task baseline only.

1 verified numerical rows · source checked 2026-09-15

Paper-reportedAuthor's model

MDL4Microbiome

microbiome disease-state classification

Reported score
0.97
Metric
accuracy
Dataset / split
CRC microbiome cohort

Multimodal deep learning model on colorectal-cancer versus healthy microbiome samples

Table 3, CRC row, MDL4Microbiome columnVerify at source →